All modules listed by pymyinstall

The following code exports the full list of modules defined in pymyinstall as a table.

<<<

from pymyinstall.packaged import all_set
from pyquickhelper.pandashelper import df2rst
import pandas
mod = all_set()
mod.sort()
df = pandas.DataFrame(_.as_dict(rst_link=True) for _ in mod)
df = df[["rst_link", "usage", "kind", "version", "license", "purpose"]]
df.columns = ["usage", "name", "kind", "version", "license", "purpose"]
df = df.sort_values("name")
print(df2rst(df))

>>>

usage

name

kind

version

license

purpose

BTrees

ALGO

wheel

This package contains a set of persistent object containers built around a modified BTree data structure.

datrie

ALGO

wheel

LGPL v2.1

Fast, efficiently stored Trie for Python.

boto3

AWS

pip

Apache License 2.0

A Python interface to Amazon Web Services

botocore

AWS

pip

Apache License 2.0

A low-level interface to a growing number of Amazon Web Services. The botocore package is the foundation for the AWS CLI as well as boto3.

s3fs

AWS

pip

Convenient Filesystem interface over S3

s3transfer

AWS

pip

Apache License 2.0

An Amazon S3 Transfer Manager

azure_mgmt_iothubprovisioningservices

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_iotcentral

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_hanaonazure

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_eventhub

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_eventgrid

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_devspaces

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_datamigration

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_cosmosdb

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_containerservice

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_billing

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_consumption

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_loganalytics

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_batchai

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_applicationinsights

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_advisor

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_loganalytics

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_eventgrid

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_cosmosdb_table

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_containerinstance

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_machinelearningcompute

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_maps

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_managementpartner

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_storage_queue

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_storage_file

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_storage_common

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_storage_blob

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_subscription

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_signalr

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_servicefabric

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_servicebus

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_servermanager

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_search

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_reservations

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_relay

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_recoveryservicesbackup

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_recoveryservices

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_policyinsights

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_msi

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_media

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_marketplaceordering

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_cosmosdb_nspkg

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_managementgroups

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_applicationinsights

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure_mgmt_datafactory

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-storage

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-devtestlabs

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-datalake-store

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-datalake-nspkg

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-datalake-analytics

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-containerregistry

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-compute

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-common

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-commerce

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-cognitiveservices

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-cdn

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-batch

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-authorization

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-storage-nspkg

AZURE

pip

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-graphrbac

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-datalake-store

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-common

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-batch

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-dns

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-documentdb

AZURE

pip

MIT

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-keyvault

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-keyvault

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-servicemanagement-legacy

AZURE

pip

Apache License 2.0

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-servicefabric

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-servicebus

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-nspkg

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-web

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-trafficmanager

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-storage

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-scheduler

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-resource

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-sql

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-iothub

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-rdbms

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-powerbiembedded

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-nspkg

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-notificationhubs

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-network

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-monitor

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-logic

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

azure-mgmt-redis

AZURE

pip

MIT License

Python wrapper for Azure API (HDInsight, Blog Storage)

biopython

BIO

wheel

~MIT

The Biopython Project is an international association of developers of freely available Python tools for computational molecular biology.

numba

C++

wheel

BSD

Numba is an Open Source NumPy-aware optimizing compiler for Python sponsored by Continuum Analytics, Inc.

cffi

C++

wheel

MIT

Foreign Function Interface for Python calling C code.

nuitka

C++

pip

C++ compilation, code optimization

pybind11

C++

pip

BSD

pybind11 is a lightweight header-only library that exposes C++ types in Python and vice versa, mainly to create Python bindings of existing C++ code.

grin

CLI

pip

BSD

A grep program configured the way I like it.

pyowm

DATA

pip

MIT

A Python wrapper around the OpenWeatherMap web API

chainer

DATA/DML

pip

MIT License

A flexible framework of neural networks (GPU)

chainercv

DATA/DML

pip

MIT

ChainerCV is a deep learning based computer vision library built on top of Chainer.

cupy

DATA/DML

wheel

CuPy : NumPy-like API accelerated with CUDA

pandas-datareader

DATA/ML

pip

BSD License

Up to date remote data access for pandas, works for multiple versions of pandas.

patsy

DATA/ML

pip

2-clause BSD

A Python package for describing statistical models and for building design matrices.

PuLP

DATA/ML

wheel

linear, quadratique optimization with constraints

pyclustering

DATA/ML

pip

GNU General Public License v3 (GPLv3)

many kinds of clustering (Optics, DBScan, x-means, …)

pyflux

DATA/ML

wheel

As Is

An open source time series library for the Python Programming Language

pymc

DATA/ML

wheel

Monte Carlo computation

pystan

DATA/ML

pip

GNU General Public License v3 (GPLv3)

PyStan provides an interface to Stan, a package for Bayesian inference using the No-U-Turn sampler, a variant of Hamiltonian Monte Carlo.

PyWavelets

DATA/ML

wheel

MIT

wavelets computation

QInfer

DATA/ML

pip

QInfer is a library using Bayesian sequential Monte Carlo for quantum parameter estimation.

rpy2

DATA/ML

wheel

interact with R (R_HOME needs to be set up on Linux)

scilab2py

DATA/ML

pip

Python to Scilab bridge

pandas

DATA/ML

wheel

BSD

manipulate table as SQL in memory

scipy

DATA/ML

wheel

BSD

scientific computation, eigen values, linear algebra

scoop

DATA/ML

pip

GNU Library or Lesser General Public License (LGPL)

SCOOP (Scalable COncurrent Operations in Python) is a distributed task module allowing concurrent parallel programming on various environments, from heterogeneous grids to supercomputers

statsmodels

DATA/ML

wheel

BSD License

statistical modelling, depends on scipy

tensorboard

DATA/ML

pip

Apache 2.0

TensorBoard lets you watch Tensors Flow

toolz

DATA/ML

pip

BSD

Toolz provides a set of utility functions for iterators, functions, and dictionaries.

trackpy

DATA/ML

pip

BSD - 3 clauses

trackpy is a Python package for particle tracking in 2D, 3D, and higher dimensions.

xarray

DATA/ML

pip

Apache

pandas like library for cubes (N-dimensional data)

xgboost

DATA/ML

wheel

Apache-2.0

Parallelized Stochastic Gradient Descent (only available on Python 3 and x64)

scikit-learn

DATA/ML

wheel

new BSD

machine learning

oct2py

DATA/ML

pip

Python to GNU Octave bridge –> run m-files from python.

milk

DATA/ML

wheel

machine learning toolkit

NLopt

DATA/ML

wheel

LGPL

linear, quadratic optimization

bcolz

DATA/ML

wheel

BSD

compressed dataframe, in memory or on disk

catboost

DATA/ML

pip

Apache License, Version 2.0

CatBoost is a machine learning method based on gradient boosting over decision trees.

cntk

DATA/ML

wheel

Deep Learning from Microsoft see https://docs.microsoft.com/en-us/cognitive-toolkit/setup-windows-python

cytoolz

DATA/ML

wheel

BSD

Cython implementation of Toolz: High performance functional utilities

dask

DATA/ML

pip

BSD

parallization of operations with dataframe

edward

DATA/ML

pip

MIT

Edward is a Python library for probabilistic modeling, inference, and criticism

fasttext

DATA/ML

wheel

BSD 3-Clause License

fastText is a library for efficient learning of word representations and sentence classification.

fbprophet

DATA/ML

pip

BSD

Prophet is a procedure for forecasting time series data. It is based on an additive model where non-linear trends are fit with yearly and weekly seasonality, plus holidays. It works best with daily periodicity data with at least one year of historical data. Prophet is robust to missing data, shifts in the trend, and large outliers.

glueviz

DATA/ML

pip

BSD

ploting, Multidimensional data visualzation across files

bayespy

DATA/ML

pip

bayesian modelling and computation

h5py

DATA/ML

wheel

BSD

The h5py package is a Pythonic interface to the HDF5 binary data format. Trillion-Particle Simulation.

keras

DATA/ML

pip

MIT

deep learning

Keras-Applications

DATA/ML

pip

MIT

Keras Applications is the applications module of the Keras deep learning library. It provides model definitions and pre-trained weights for a number of popular archictures, such as VGG16, ResNet50, Xception, MobileNet, and more.

Keras-Preprocessing

DATA/ML

pip

MIT

Keras Preprocessing is the data preprocessing and data augmentation module of the Keras deep learning library. It provides utilities for working with image data, text data, and sequence data.

keras-vis

DATA/ML

pip

keras-vis is a high-level toolkit for visualizing and debugging your trained keras neural net models.

lightgbm

DATA/ML

pip

The MIT License (Microsoft)

Parallelized Stochastic Gradient Descent (only available on Python 3 and x64)

numpy

DATA/ML

wheel

BSD

matrix computation

mkl_service

DATA/ML

wheel

This package exposes a few functions which are declared in mkl_service.h. The main purpose of the package is to allow the user to change the number of CPU’s MKL is using at runtime.

neural-python

DATA/ML

pip

MIT

NeuralPy is the Artificial Neural Network library implemented in Python.

nitime

DATA/ML

wheel

Nitime is a library for time-series analysis of data from neuroscience experiments.

julia

DATA/ML

pip

MIT

Julia/Python bridge with IPython support

torch

DEEP LEARNING

wheel

BSD-3

PyTorch is a deep learning framework that puts Python first.

torchvision

DEEP LEARNING

pip

BSD

image and video datasets and models for torch deep learning

tensorflow

DEEP LEARNING

wheel

Apache 2.0

Deep Learning from Google

tensorflow-estimator

DEEP LEARNING

pip

Apache 2.0

Deep Learning from Google

Fiona

GEO

wheel

BSD

Fiona is OGR’s neat, nimble, no-nonsense API for Python programmers.

pycuda

GPU

wheel

MIT

PyCUDA lets you access Nvidia’s CUDA parallel computation API from Python.

pyopencl

GPU

wheel

MIT

PyOpenCL lets you access the OpenCL parallel computation API from Python.

SIP

GUI

pip

GPL v2 or GPL v3 or BSD

For PyQt5

qtpy

GUI

pip

single interface for QtPy4, 5, PySide

pyqtgraph

GUI

pip

Scientific Graphics and GUI Library for Python, depends on PySide

PyQt5-sip

GUI

pip

PyQt5

GUI

pip

GPL v3

PySide2

GUI

pip

The Qt for Python project aims to provide a complete port of the PySide module to Qt 5.

pygame

GUI

wheel

LGPL

GUI, interface for games (needs to be installed from www.pygame.org on Linux)

kivy-garden

GUI

pip

MIT

Garden tool for kivy flowers.

Kivy

GUI

wheel

MIT

GUI, interface for games, mobile (use sudo apt-get install python3-kivy on Linux)

flexx

GUI

pip

Flexx is a pure Python toolkit for creating graphical user interfaces (GUI’s), that uses web technology for its rendering. Apps are written purely in Python; Flexx’ transpiler generates the necessary JavaScript on the fly.

pyglet

GUI

pip

a cross-platform windowing and multimedia library for Python

python-mpd2

IoT

pip

LGPL

A Python MPD client library

python-nest

IoT

pip

Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License

Python API and command line tool for talking to the Nest™ Thermostat

VarEvents

IoT

pip

Python module to create variables that can raise custom events.

python-verisure

IoT

github

A python module for reading and changing status of verisure devices through mypages.

pyusb

IoT

pip

Python USB access module

sleekxmpp

IoT

pip

SleekXMPP is an elegant Python library for XMPP (aka Jabber, Google Talk, etc).

tellcore-py

IoT

pip

Python wrapper for Telldus’ home automation library

temperusb

IoT

pip

GNU GENERAL PUBLIC LICENSE

Reads temperature from TEMPerV1 devices (USB 0c45:7401)

transmissionrpc

IoT

pip

Python module that implements the Transmission bittorent client RPC protocol.

python-forecastio

IoT

pip

A thin Python Wrapper for the Forecast.io weather API

pywemo

IoT

pip

Access WeMo switches using their SOAP API

pyserial

IoT

pip

Python Serial Port Extension

python-pushover

IoT

pip

Comprehensive bindings and command line utility for the Pushover notification service

PyMata

IoT

pip

GPLv3+

A Python Protocol Abstraction Library For Arduino Firmata

pynetgear

IoT

pip

Access Netgear routers using their SOAP API

blockchain

IoT

pip

Blockchain API library (v1)

hikvision

IoT

pip

MIT

Provides a python interface to interact with a hikvision camera

homeassistant

IoT

pip

Home Assistant is a home automation platform running on Python 3. The goal of Home Assistant is to be able to track and control all devices at home and offer a platform for automating control.

ledcontroller

IoT

pip

Controller library for limitlessled/easybulb/milight Wi-Fi LEDs

dnspython3

IoT

pip

A DNS toolkit for Python 3.x

paho-mqtt

IoT

pip

MQTT version 3.1/3.1.1 client class

phue

IoT

pip

A Philips Hue Python library

pushbullet.py

IoT

pip

A simple python client for pushbullet.com

pyedimax

IoT

github

Pyedimax is a python library for interfacing with the Edimax Smart Plug switches SP-1101W and SP-2101W

PyISY

IoT

pip

Python module to talk to ISY994 from UDI.

netdisco

IoT

pip

Discover devices on your local network

notebook

JUPYTER

pip

BSD

Jupyter notebooks, new in Jupyter 4.0

metakernel

JUPYTER

pip

BSD

more magic commands for Jupyter

nbbrowserpdf

JUPYTER

pip

LaTeX-free PDF generation from Jupyter Notebooks

nbconvert

JUPYTER

pip

BSD

IPython, notebooks conversion, new in Jupyter 4.0

nbformat

JUPYTER

pip

BSD

IPython, notebooks conversion, new in Jupyter 4.0

nbpresent

JUPYTER

pip

BSD-3-Clause

Next generation slides from Jupyter Notebooks

nbsphinx

JUPYTER

pip

MIT

nbsphinx is a Sphinx extension that provides a source parser for *.ipynb files.

nbupload

JUPYTER

pip

widget to upload a file in a notebook

notedown

JUPYTER

pip

Convert markdown to IPython notebook.

qtconsole

JUPYTER

pip

BSD

IPython, notebooks, qtconsole

pexpect

JUPYTER

pip

ISC license

needed by ipykernel on Linux, Pexpect makes Python a better tool for controlling other applications (needed by metakernel).

pickleshare

JUPYTER

pip

MIT

IPython, dependency

prometheus_client

JUPYTER

pip

The official Python 2 and 3 client for Prometheus.

prompt_toolkit

JUPYTER

pip

Library for building powerful interactive command lines in Python

jupyterlab-server

JUPYTER

pip

BSD

Jupyter Lab Server

simplegeneric

JUPYTER

pip

ZPL 2.1

IPython, dependency

tqdm

JUPYTER

pip

MPLv2.0, MIT Licences

A Simple Python Progress Meter

traitlets

JUPYTER

pip

BSD

IPython, dependency

wcwidth

JUPYTER

pip

MIT

Measures number of Terminal column cells of wide-character codes

widgetsnbextension

JUPYTER

pip

BSD

Interactive HTML widgets for Jupyter notebooks.

path.py

JUPYTER

pip

MIT

IPython, dependency

jupyterlab-launcher

JUPYTER

pip

Jupyter Lab Launcher

jupyter_contrib_nbextensions

JUPYTER

github

This repository contains a collection of extensions that add functionality to the Jupyter notebook.

jupyterhub

JUPYTER

pip

JupyterHub: A multi-user server for Jupyter notebooks

backcall

JUPYTER

pip

BSD

Specifications for callback functions passed in to an API (IPython, Jupyter)

backports.shutil-get-terminal-size

JUPYTER

pip

needed for Jupyter

backports_abc

JUPYTER

pip

Python Software Foundation License

A backport of recent additions to the ‘collections.abc’ module

entrypoints

JUPYTER

pip

MIT

Discover and load entry points from installed packages.

ghost.py

JUPYTER

pip

ghost.py is a webkit web client written in python

importlib-metadata

JUPYTER

pip

Apache Software License

library to access the metadata for a Python package. It is intended to be ported to Python 3.8.

ipydatawidgets

JUPYTER

pip

BSD

A set of widgets to help facilitate reuse of large datasets across widgets

jupyterlab

JUPYTER

pip

BSD

Jupyter Lab

ipympl

JUPYTER

pip

Matplotlib Jupyter Extension

ipyparallel

JUPYTER

pip

BSD

Interactive Parallel Computing with IPython

ipykernel

JUPYTER

pip

BSD

IPython, Jupyter, kernels

ipython

JUPYTER

pip

BSD

IPython, Jupyter

ipython_genutils

JUPYTER

pip

BSD

IPython utils (nbformat)

ipywidgets

JUPYTER

pip

BSD

IPython, Jupyter, widgets

jupyter

JUPYTER

pip

BSD

Jupyter

jupyter-console

JUPYTER

pip

BSD

Jupyter console, new in Jupyter 4.0

jupyter-pip

JUPYTER

pip

Allows Jupyter notebook extension writers to make their extension pip installable!

jupyter_client

JUPYTER

pip

BSD

Jupyter client

jupyter_core

JUPYTER

pip

BSD

Jupyter Core

jupyter_sphinx

JUPYTER

pip

BSD

Jupyter Sphinx Extensions

ipyscales

JUPYTER

pip

A widget library for scales

ptyprocess

JUPYTER/LINUX

pip

ISC

dependency for the terminado, Run a subprocess in a pseudo terminal

micropython-fcntl

JUPYTER/LINUX

pip

dependency for ptyprocess, Functions to compute fnctl.ioctl’s opt argument

micropython-ffilib

JUPYTER/LINUX

pip

dependency for ptyprocess, MicroPython FFI helper module

micropython-libc

JUPYTER/LINUX

pip

dependency for ptyprocess, MicroPython FFI helper module

terminado

JUPYTER/LINUX

pip

BSD

dependency for the notebooks, Terminals served to term.js using Tornado websockets

Rtree

MATHS

wheel

GNU Library or Lesser General Public License (LGPL)

R-Tree spatial index for Python GIS

PySAL

MATHS

pip

PySAL is an open source library of spatial analysis functions written in Python intended to support the development of high level applications.

scrapy

ML

pip

A high-level Web Crawling and Web Scraping framework

openTSNE

ML

wheel

Fast t-SNE

pyltr

ML

pip

BSD-new

pyltr is a Python learning-to-rank toolkit with ranking models, evaluation metrics, data wrangling helpers, and more.

pystruct

ML

wheel

Learning Structured Prediction in Python

python-louvain

ML

pip

Louvain algorithm

sacred

ML

pip

MIT

Facilitates automated and reproducible experimental research

seasonal

ML

pip

MIT

timeseries

seqlearn

ML

wheel

sequence classification toolkit for Python

sklearn_contrib_lightning

ML

wheel

large-scale linear classification, regression and ranking

sklearn_contrib_py_earth

ML

wheel

A Python implementation of Jerome Friedman’s Multivariate Adaptive Regression Splines algorithm, in the style of scikit-learn. The py-earth package implements Multivariate Adaptive Regression Splines using Cython and provides an interface that is compatible with scikit-learn’s Estimator, Predictor, Transformer, and Model interfaces. For more information about Multivariate Adaptive Regression Splines, see the references below.

sklearn_pandas

ML

pip

~MIT

This module provides a bridge between Scikit-Learn’s machine learning methods and pandas-style Data Frames.

skll

ML

pip

BSD

SciKit-Learn Laboratory makes it easier to run machinelearning experiments with scikit-learn.

TPOT

ML

pip

GNU/LGPLv3

Consider TPOT your Data Science Assistant. TPOT is a Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

treeinterpreter

ML

pip

BSD

Package for interpreting scikit-learn’s decision tree and random forest predictions. Allows decomposing each prediction into bias and feature contribution components

typing_extensions

ML

pip

Typing Extensions - Backported and Experimental Type Hints for Python

onnxmltools

ML

pip

Converts Machine Learning models to ONNX

onnx

ML

wheel2

Open Neural Network Exchange

pyfm

ML

wheel

Factorization Machine

MDP

ML

pip

Python data processing framework.

ad3

ML

wheel

GPLv3

AD3 (approximate MAP decoder with Alternating Direction Dual Decomposition)

category_encoders

ML

pip

BSD

A set of scikit-learn-style transformers for encoding categorical variables into numeric by means of different techniques.

dlib

ML

pip

boost

A toolkit for making real world machine learning and data analysis applications

fairtest

ML

wheel

FairTest enables developers or auditing entities to discover and test for unwarranted associations between an algorithm’s outputs and certain user subpopulations identified by protected features.

fcn

ML

pip

MIT

Fully Convolutional Networks

foolbox

ML

pip

Foolbox is a Python toolbox to create adversarial examples that fool neural networks.

mlxtend

ML

pip

A library consisting of useful tools and extensions for the day-to-day data science tasks.

gdbn

ML

pip

This package contains python code for pre-trained deep neural networks

gplearn

ML

pip

gplearn implements Genetic Programming in Python, with a scikit-learn inspired and compatible API.

forestci

ML

pip

MIT

Python module for calculating variance and adding confidence intervals to scikit-learn random forest regression or classification objects. The core functions calculate an in-bag and error bars for random forest objects

HDDM

ML

wheel

BSD

HDDM is a python module that implements Hierarchical Bayesian estimation of Drift Diffusion Models.

hmmlearn

ML

wheel

MIT + Copyright

Hidden Markov Models in Python, with scikit-learn like API

hyperopt

ML

github

Hyperopt is a Python library for serial and parallel optimization over awkwardsearch spaces, which may include real-valued, discrete, and conditional dimensions.

imbalanced-learn

ML

pip

MIT

imbalanced-learn is a python package offering a number of re-sampling techniques commonly used in datasets showing strong between-class imbalance. It is compatible with scikit-learn and is part of scikit-learn-contrib projects.

kabuki

ML

pip

As Is

kabuki is a python toolbox that allows easy creation of hierarchical bayesian models for the cognitive sciences.

knnimpute

ML

pip

k-Nearest Neighbor imputation

h2o

ML

pip

H2O, Fast Scalable Machine Learning, for python

pydub

MUSIC

pip

Pydub lets you do stuff to audio in a way that isn’t stupid.

tornado

NETWORK

wheel

http://www.apache.org/licenses/LICENSE-2.0

python server, IPython relies on it

pysnmp

NETWORK

pip

A pure-Python SNMPv1/v2c/v3 library

splinter

NETWORK

pip

As Is

browser abstraction for web acceptance testing

sockjs-tornado

NETWORK

pip

SockJS-tornado is a Python server side counterpart of SockJS-client browser library running on top of Tornado framework.

selenium

NETWORK

pip

Apache 2.0

Python wrapper for Selenium

pyxley

NETWORK

pip

A pure-Python SNMPv1/v2c/v3 library

pyreact

NETWORK

pip

Python bridge to JSX & the React JavaScript library. (for pyxley)

pyzmq

NETWORK

wheel

LGPL+BSD

python librairies for Omz (pipy distributes the binaries)

pyexecjs

NETWORK

pip

MIT

Run JavaScript code from Python (for pyreact)

paramiko

NETWORK

pip

SSH2 protocol library

flask-sqlalchemy

NETWORK

pip

Flask-Login

NETWORK

pip

MIT

flask

NETWORK

pip

BSD-3-Clause

Flask is a microframework for Python based on Werkzeug, Jinja 2 and good intentions. And before you ask: It’s BSD licensed!

falcon-auth

NETWORK

pip

A falcon middleware + authentication backends that adds authentication layer to you app/api service.

falcon

NETWORK

pip

Apache 2.0

Falcon is a very fast, very minimal Python web framework for building microservices, app backends, and higher-level frameworks.

waitress

NETWORK

pip

ZPL 2.1

Waitress WSGI server

PyNaCl

NETWORK

pip

Python binding to the Networking and Cryptography (NaCl) library

spacy

NLP

wheel

MIT

Industrial-strength NLP

fr_core_news_sm

NLP

wheel2

French ressources for spacy

nltk

NLP

pip

Apache License, Version 2.0

NLP, natural language processing

pymongo

NoSQL

wheel

Python wrapper for MongoDB

lmfit

OPTIM

pip

BSD

Least-Squares Minimization with Bounds and Constraints

algopy

OPTIM

pip

ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation

CVXcanon

OPTIM

wheel

?

A low-level library to perform the matrix building step in cvxpy, a convex optimization modeling software.

cvxopt

OPTIM

wheel

GNU GPL version 3

linear, quadratique optimization

cvxpy

OPTIM

pip

GNU

linear, quadratic optimization, depends on cvxopt

ecos

OPTIM

wheel

ECOS is a numerical software for solving convex second-order cone programs (SOCPs)

lifelines

OPTIM

pip

MIT

survival analysis

lsqfit

OPTIM

wheel

GPLv3+

Utilities for nonlinear least-squares fits

numdifftools

OPTIM

pip

Solves automatic numerical differentiation problems in one or more variables.

pyamg

OPTIM

wheel

PyAMG is a library of Algebraic Multigrid (AMG) solvers with a convenient Python interface.

qutip

OPTIM

wheel

BSD

QuTiP is open-source software for simulating the dynamics of open quantum systems.

scs

OPTIM

wheel

Solves convex cone programs via operator splitting.

sfepy

OPTIM

wheel

Simple Finite Elements in Python

thinc

OPTIM

wheel

MIT

Practical Machine Learning for NLP. Thinc is the machine learning library powering spaCy.

orange3-text

ORANGE

pip

Orange3 Text extends Orange3, a data mining software package, with common functionality for text mining. It provides access to publicly available data, like NY Times, Twitter and PubMed. Further, it provides tools for preprocessing, constructing vector spaces (like bag-of-words, topic modeling and word2vec) and visualizations like word cloud end geo map. All features can be combined with powerful data mining techniques from the Orange data mining framework.

Orange3-Network

ORANGE

pip

GPLv3+

Orange Network is an add-on for Orange data mining software package. It provides network visualization and analysis tools.

orange3-associate

ORANGE

pip

This module implements FP-growth [1] frequent pattern mining algorithm with bucketing optimization [2] for conditional databases of few items.

orange3

ORANGE

pip

Orange is a component-based data mining software. It includes a range of data visualization, exploration, preprocessing and modeling techniques. It can be used through a nice and intuitive user interface or, for more advanced users, as a module for the Python programming language.

Orange3-ImageAnalytics

ORANGE

pip

GPLv3+

Orange3 add-on for image data mining.

pdfrw

PDF

pip

MIT

PDF file reader/writer library

pyPdf

PDF

github

BSD

read PDF

PyPDF2

PDF

pip

BSD

PDF toolkit

pymatgen

PHYS

wheel

MIT

Pymatgen (Python Materials Genomics) is a robust, open-source Python library for materials analysis.

memory-profiler

PROFILING

pip

BSD

A module for monitoring memory usage of a python program

gprof2dot

PROFILING

pip

LGPL

This is a Python script to convert the output from many profilers into a dot graph.

line-profiler

PROFILING

wheel

BSD

line_profiler is a module for doing line-by-line profiling of functions. kernprof is a convenient script for running either line_profiler or the Python standard library’s cProfile or profile modules, depending on what is available.

pyinstrument

PROFILING

pip

BSD

A Python profiler that records the call stack of the executing code, instead of just the final function in it.

pyinstrument_cext

PROFILING

pip

Pyinstrument’s C extensions - reducing the overhead of statistical profilers

snakeviz

PROFILING

pip

BSD

SnakeViz is a browser based graphical viewer for the output of Python’s cProfile module.

vprof

PROFILING

pip

BSD

vprof is a Python package providing rich and interactive visualizations for various Python program characteristics such as running time and memory usage.

sphinxcontrib-jsmath

SPHINX

pip

BSD

extension for Sphinx

sphinxcontrib-jsdemo

SPHINX

pip

BSD

to demo HTML or Javascript in Sphinx documentation

sphinxcontrib-lunrsearch

SPHINX

pip

simple autocompletion for the sphinx documentation

sphinxcontrib-qthelp

SPHINX

pip

BSD

extension for Sphinx

sphinx_py3doc_enhanced_theme

SPHINX

pip

BSD

sphinx theme

sphinxcontrib-applehelp

SPHINX

pip

BSD

extension for Sphinx

sphinx_theme_pd

SPHINX

pip

MIT

sphinx theme

sphinx_readable_theme

SPHINX

pip

MIT

sphinx theme

sphinxcontrib-devhelp

SPHINX

pip

BSD

extension for Sphinx

sphinxcontrib-serializinghtml

SPHINX

pip

BSD

extension for Sphinx

sphinxcontrib-imagesvg

SPHINX

pip

BSD

support svg in Sphinx

sphinxjp.themecore

SPHINX

pip

A sphinx theme plugin extension.

sphinxjp.themes.basicstrap

SPHINX

pip

MIT

sphinx theme

sphinxjp.themes.gopher

SPHINX

pip

MIT

sphinx theme

sphinxjp.themes.htmlslide

SPHINX

pip

MIT

sphinx theme

sphinxjp.themes.sphinxjp

SPHINX

pip

MIT

sphinx theme

sphinxtrap

SPHINX

pip

sphinx theme

wild_sphinx_theme

SPHINX

pip

BSD

sphinx theme

yummy-sphinx-theme

SPHINX

pip

sphinx theme

zerovm-sphinx-theme

SPHINX

pip

Apache License 2.0

sphinx theme

sphinx_modern_theme_modified

SPHINX

pip

sphinx theme

sphinxcontrib-websupport

SPHINX

pip

BSD

extension for Sphinx

sphinx_bootstrap_theme

SPHINX

pip

MIT

sphinx theme

sphinxcontrib-htmlhelp

SPHINX

pip

BSD

extension for Sphinx

sphinx-redactor-theme

SPHINX

pip

MIT

sphinx theme

alabaster

SPHINX

pip

BSD

A configurable sidebar-enabled Sphinx theme

babel

SPHINX

pip

BSD

Internationalization utilities, version 2.0 has bugs

cloud_sptheme

SPHINX

pip

BSD

sphinx theme

colorama

SPHINX

pip

BSD

Cross-platform colored terminal text.

docrepr

SPHINX

pip

Modified BSD

docrepr renders Python docstrings in HTML

docutils

SPHINX

pip

public domain, Python, 2-Clause BSD, GPL 3 (see COPYING.txt)

interpret RST format

guzzle_sphinx_theme

SPHINX

pip

BSD~MIT

sphinx theme

hachibee-sphinx-theme

SPHINX

pip

MIT

sphinx theme

imagesize

SPHINX

pip

MIT

Getting image size from png/jpeg/jpeg2000/gif file

itcase_sphinx_theme

SPHINX

pip

no license

sphinx theme

mdn-sphinx-theme

SPHINX

pip

Mozilla Public License 2.0 (MPL 2.0)

A Sphinx theme for the Mozilla Developer Network

foundation-sphinx-theme

SPHINX

pip

MIT

sphinx theme

solar_theme

SPHINX

pip

BSD~MIT

sphinx theme

pygal_sphinx_directives

SPHINX

pip

GNU LGPL v3+

Pygal sphinx integration

sphinx-materialdesign-theme

SPHINX

pip

sphinx theme

sphinx-ioam-theme

SPHINX

pip

sphinx theme

sphinx-gallery

SPHINX

pip

3-clause BSD

gallery for examples

sphinx-corlab-theme

SPHINX

pip

LGPLv3+

sphinx theme

sphinx-modern-theme

SPHINX

pip

MIT

sphinx theme

sphinx-rtd-theme

SPHINX

pip

MIT

sphinx theme

sphinx-better-theme

SPHINX

pip

sphinx theme

sphinx

SPHINX

pip

BSD

documentation generation based on RST

sphinx-bulma-theme

SPHINX

pip

sphinx theme

mysqlclient

SQL

wheel

MySQL driver written in Python which does not depend on MySQL C client libraries and implements the DB API v2.0 specification (PEP-249).

pg8000

SQL

pip

A Pure-Python PostgreSQL

pymssql

SQL

wheel

A simple database interface for Python that builds on top of FreeTDS to provide a Python DB-API (PEP-249) interface to Microsoft SQL Server.

PyMySQL

SQL

pip

MIT

Pure-Python MySQL Driver

pyodbc

SQL

wheel

access to protocal ODBC (SQL databases)

SQLAlchemy

SQL

wheel

MIT

model SQL queries as objects

sqlparse

SQL

pip

Non-validating SQL parser

pyflakes

STYLE

pip

verify pep8 on a script

untokenize

STYLE

pip

Expat License

Transforms tokens into original source code (while preserving whitespace).

unify

STYLE

pip

Expat License

Modifies strings to all use the same (single/double) quote where possible.

pycodestyle

STYLE

pip

Expat license

Python style guide checker

autopep8

STYLE

pip

Expat License

apply pep8 on a script

flake8

STYLE

pip

verify pep8 on a script

docformatter

STYLE

pip

Expat License

Formats docstrings to follow PEP 257.

mccabe

STYLE

pip

Expat license

This module provides a plugin for flake8, the Python code checker.

tkinterquickhelper

TEACH

pip

MIT

windows on the top of tkinter

teachpyx

TEACH

pip

MIT

materials for teachings

pyrsslocal

TEACH

pip

MIT

RSS readers

pyquickhelper

TEACH

pip

MIT

helpers to generation documentation

pymyinstall

TEACH

pip

MIT

easy installation of modules including Windows

pymmails

TEACH

pip

MIT

read/send emails

pyensae

TEACH

pip

MIT

helpers, Hadoop, SQL, financial times series, …

pyenbc

TEACH

pip

Helpers for remote work, clusters, hadoop

pandas_streaming

TEACH

pip

pandas_streaming aims at processing big files with pandas, too big to hold in memory,too small to be parallelized with a significant gain. The module replicates a subset of pandas API and implements other functionalities for machine learning.

mlstatpy

TEACH

pip

MIT

materials for machine learning

mlprodict

TEACH

pip

mlprodict implements a couple of ways to productionize machine learning predictions.

mlinsights

TEACH

pip

mlinsights implements functions to get insights on machine learned models.

lightmlrestapi

TEACH

pip

lightmlrestapi implements a light machine learning REST API based on falcon.

lightmlboard

TEACH

pip

lightmlboard implements a light machine learning leaderboard based on tornado.

jyquickhelper

TEACH

pip

MIT

Helpers for Jupyter notebooks.

jupytalk

TEACH

pip

MIT

materials for presentations

ensae_teaching_cs

TEACH

pip

MIT

teachings, introduction to programming, machine learning, map/reduce

ensae_projects

TEACH

pip

MIT

single use code

csharpy

TEACH

pip

Helpers for C#and Python

code_beatrix

TEACH

pip

MIT

teaching programming to kids, lesenfantscodaient.fr

actuariat_python

TEACH

pip

MIT

teachings, insurance examples

tutormagic

TEACH

pip

brings PythonTutor in a notebok

manydataapi

TEACH

pip

Helpers to access APIs

imageio-ffmpeg

VIDEO

pip

(new) BSD

ffmpeg

moviepy

VIDEO

pip

MIT License

Video editing with Python

imageio

VIDEO

pip

(new) BSD

Library for reading and writing a wide range of image, video, scientific, and volumetric data formats (for moviepy)

pygal

VIZ

pip

GNU LGPL v3+

plotting (javascript)

mpl_finance

VIZ

github

This module consists of code extracted from the deprecated matplotlib.finance module along with a few examples of usage.

osmapi

VIZ

pip

GPLv3

Python wrapper for the OSM API

pandas-highcharts

VIZ

pip

MIT

plotting in javascript and pandas

plotly

VIZ

pip

MIT

Plotly’s Python graphing library makes interactive, publication-quality graphs online. Examples of how to make line plots, scatter plots, area charts, bar charts, error bars, box plots, histograms, heatmaps, subplots, multiple-axes, polar charts and bubble charts.

progressbar2

VIZ

pip

BSD

Text progress bar library for Python. (fuel)

pygal_maps_ch

VIZ

pip

GNU LGPL v3+

Swiss canton map for pygal

pygal_maps_fr

VIZ

pip

GNU LGPL v3+

French maps for pygal

pygal_maps_world

VIZ

pip

LGPLv3+

extension to pygal (maps)

missingno

VIZ

pip

As Is

Messy datasets? Missing values? missingno provides a small toolset of flexible and easy-to-use missing data visualizations and utilities that allows you to get a quick visual summary of the completeness (or lack thereof) of your dataset.

pyproj

VIZ

wheel

OSI Approved

python interface to PROJ4 library for cartographic transformations https://jswhit.github.io/pyproj, needed by cartopy

pyviz_comms

VIZ

pip

Bidirectional communication for PyViz.

PyX

VIZ

wheel

GNU General Public License (GPL)

plotting

qgrid

VIZ

pip

A Pandas DataFrame viewer for IPython Notebook.

scikit-plot

VIZ

pip

MIT License

nicer graphs than matplotlib for datascientist

seaborn

VIZ

pip

BSD (3-clause)

nicer graphs than matplotlib for statistical purposes

toyplot

VIZ

pip

BSD

The kid-sized plotting toolkit for Python with grownup-sized goals.

vega

VIZ

pip

BSD 3-clause

Python/Jupyter notebook module for Vega, and Vega-Lite, Polestar, and Voyager. Notebooks with embedded visualizations can be viewed on github and nbviewer.

vincent

VIZ

pip

plotting

wordcloud

VIZ

wheel

MIT

A little word cloud generator in Python.

pythreejs

VIZ

pip

BSD

A Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.

matplotlib

VIZ

wheel

PSF

most used plotting library

networkx

VIZ

pip

BSD

graph libraries, basic drawing

lightning-python

VIZ

pip

Python client for the lightning API

bkcharts

VIZ

pip

High level chart types built on top of Bokeh

bokeh

VIZ

pip

New BSD

interactive graphs, zoomable, javascript

bqplot

VIZ

pip

Apache

interactive graphs, zoomable, d3.js for notebooks

branca

VIZ

pip

Copyright (C) 2013, Martin Journois

Cartopy

VIZ

wheel

LGPLv3

Cartopy is a Python package designed to make drawing maps for data analysis and visualisation as easy as possible (issue on Linux and Anaconda)

colorlover

VIZ

pip

MIT

Color scales for IPython notebook

colormap

VIZ

pip

LGPL

Utilities to ease manipulation of matplotlib colormaps and color codecs (e.g., hex2rgb)

mahotas

VIZ

wheel

Mahotas: Computer Vision Library

cycler

VIZ

pip

BSD

dependency for matplotlib

datashader

VIZ

pip

New BSD

Datashader is a graphics pipeline system for creating meaningful representations of large amounts of data.

dataspyre

VIZ

pip

MIT

create simple web application to visualize data

cufflinks

VIZ

pip

MIT

Productivity Tools for Plotly + Pandas

ete3

VIZ

pip

GPLv3

tree visualisation, ete3 does not work with PyQt4 (2017-11).

leather

VIZ

pip

Leather is the Python charting library for those who need charts now and don’t care if they’re perfect.

drawtree

VIZ

pip

Apache License 2.0

Draw binary tree in plain text

heatmap

VIZ

wheel

MIT

draw heatmap

graphviz

VIZ

pip

MIT

wrapper for graphviz (most famous tool to draw graphs

holoviews

VIZ

pip

BSD

Composable, declarative data structures for building complex visualizations easily.

geopy

VIZ

pip

MIT

Python Geocoding Toolbox

geoplotlib

VIZ

pip

MIT

geoplotlib is a python toolbox for visualizing geographical data and making maps

folium

VIZ

pip

MIT

This library is a spinoff from folium, that would host the non-map-specific features. It may become a HTML+JS generation library in the future.

geoviews

VIZ

pip

Composable, declarative data structures for building complex visualizations easily.

idna

WEB

pip

BSD-like

Internationalized Domain Names in Applications (IDNA)

sky

WEB

pip

sky is a web scraping framework, implemented with the latest python versions in mind (3.4+). It uses the asynchronous asyncio framework, as well as many popular modules and extensions.

mezzanine

WEB

pip

BSD

Mezzanine is a powerful, consistent, and flexible content management platform.

ldap3

WEB

pip

LGPLv3

ldap3 is a strictly RFC 4510 conforming LDAP V3 pure Python client library.

langdetect

WEB

pip

Language detection library ported from Google’s language-detection.

justext

WEB

pip

Program jusText is a tool for removing boilerplate content, such as navigation links, headers, and footers from HTML pages. It is designed to preserve mainly text containing full sentences and it is therefore well suited for creating linguistic resources such as Web corpora.

idna_ssl

WEB

pip

Patch ssl.match_hostname for Unicode(idna) domains support

grappelli_safe

WEB

pip

~MIT

A snapshot of the grappelli_2 branch of django-grappelli, packaged as a dependency for the Mezzanine CMS for Django.

tldextract

WEB

pip

Accurately separate the TLD from the registered domain and subdomains of a URL, using the Public Suffix List.

dnspython

WEB

pip

~MIT

dnspython is a DNS toolkit for Python. It supports almost all record types. It can be used for queries, zone transfers, and dynamic updates. It supports TSIG authenticated messages and EDNS0.

django-contrib-comments

WEB

pip

BSD

Django used to include a comments framework; since Django 1.6 it’s been separated to a separate project. This is that project.

chardet

WEB

pip

LGPL

Universal encoding detector.

cchardet

WEB

wheel

Universal encoding detector. This library is faster than chardet.

bleach

WEB

pip

Apache Software License

An easy whitelist-based HTML-sanitizing tool.

async_timeout

WEB

pip

Timeout context manager for asyncio programs

aiohttp

WEB

wheel

http client/server for asyncio

filebrowser_safe

WEB

pip

~MIT

A snapshot of the filebrowser_3 branch of django-filebrowser, packaged as a dependency for the Mezzanine CMS for Django.

yarl

WEB

pip

Yet another URL library

luigi

WORKFLOW

pip

Apache 2.0

workflows, data workflows

tinydb

noSQL

pip

TinyDB is a tiny, document oriented database optimized for your happiness :) It’s written in pure Python and has no external requirements.

abcpmc

pip

GPLv3+

Monte Carlo and ABC methods

absl-py

pip

Apache 2.0

Collection of Python library code for building Python applications.

adal

pip

MIT

The ADAL for Python library makes it easy for python application to authenticate to Azure Active Directory (AAD) in order to access AAD protected web resources.

aenum

pip

Advanced Enumerations (compatible with Python’s stdlib Enum), NamedTuples, and NamedConstants

alembic

pip

A database migration tool for SQLAlchemy.

amqp

pip

LGPL

Low-level AMQP client for Python (fork of amqplib) (for celery)

ansi2html

pip

GPLv3+

Convert text with ANSI color codes to HTML

ansiconv

pip

MIT

A Python module for converting ANSI coded text and converts it to either plain text or HTML.

antlr4-python3-runtime

pip

BSD

antlr4 runtime, grammar parser

anyjson

pip

BSD

Wraps the best available JSON implementation available in a common interface (for celery)

AnyQt

pip

GPLv3

PyQt4/PyQt5 compatibility layer.

apache-libcloud

pip

A standard Python library that abstracts away differences among multiple cloud provider APIs.

appdirs

pip

MIT

A small Python module for determining appropriate platform-specific dirs

apscheduler

pip

MIT

to schedule the execution of jobs, tasks

arrow

pip

Better dates and times for Python

asciitree

pip

MIT

Draws ASCII trees.

asn1crypto

pip

MIT

Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP

asteval

pip

Safe, minimalistic evaluator of python expression using ast module

astor

pip

BSD-3-Clause

astor is designed to allow easy manipulation of Python source via the AST.

astral

pip

Calculations for the position of the sun and moon.

astroid

pip

LGPL

A abstract syntax tree for Python with inference support.

astropy

wheel

BSD

Community-developed python astronomy tools

async_generator

pip

for jupyterhup

atomicwrites

pip

MIT

Atomic file writes.

attrs

pip

MIT

Attributes without boilerplate.

autograd

pip

MIT

Efficiently computes derivatives of numpy code.

Automat

pip

MIT

Self-service finite-state machines for the programmer on the go.

autopy3

wheel

MIT

A simple, cross-platform GUI automation toolkit for Python 3 (issue on Linux and Anaconda)

azureml

pip

MIT

Microsoft Azure Machine Learning Python client library

backports.functools_lru_cache

pip

MIT

backports.functools_lru_cache

backports.lzma

wheel

Backport of Python 3.3’s ‘lzma’ module for XZ/LZMA compressed files.

bcrypt

pip

Apache License, Version 2.0

Modern password hashing for your software and your servers

beautifulsoup4

pip

MIT

Beautiful Soup sits atop an HTML or XML parser, providing Pythonic idioms for iterating, searching, and modifying the parse tree.

bigfloat

wheel

LGPLv3

big float (issue with Linux and Anaconda)

billiard

pip

BSD

Python multiprocessing fork with improvements and bugfixes (for celery)

blist

wheel

BSD

a list-like type with better asymptotic performance and similar performance on small lists

blockdiag

pip

Apache License 2.0

blockdiag generates block-diagram image from text

blosc

wheel

https://opensource.org/licenses/BSD-3-Clause

Blosc (http://blosc.org) is a high performance compressor optimized for binary data.

blz

wheel

BSD

blz: a compressed data container

boto

pip

MIT

Amazon Web Services Library

Bottleneck

wheel

Simplified BSD

Fast NumPy array functions written in Cython, needed by la

brewer2mpl

pip

MIT

Connect colorbrewer2.org color maps to Python and matplotlib

Brotli

wheel

Brotli is a generic-purpose lossless compression algorithm that compresses data using a combination of a modern variant of the LZ77 algorithm, Huffman coding and 2nd order context modeling, with a compression ratio comparable to the best currently available general-purpose compression methods. It is similar in speed with deflate but offers more dense compression.

brythonmagic

pip

MIT

Magics to use brython in Jupyter notebook.

bz2file

pip

Apache License, Version 2.0

process bz2 files

CacheControl

pip

Apache Software License

httplib2 caching for requests

cached_property

pip

BSD

A decorator for caching properties in classes (for luigi)

cachetools

pip

MIT

Extensible memoizing collections and decorators

cairocffi

wheel2

BSD

cairocffi is a CFFI-based drop-in replacement for Pycairo, a set of Python bindings and object-oriented API for cairo

cairosvg

pip

LGPLv3+

Convert your SVG files to PDF and PNG.

casttube

pip

for pychromecast

celery

pip

BSD

Celery is an asynchronous task queue/job queue based on distributed message passing.

certifi

pip

MPL-2.0

Certifi is a carefully curated collection of Root Certificates for validating the trustworthiness of SSL certificates while verifying the identity of TLS hosts.

cftime

wheel

Time-handling functionality from netcdf4-python.

chalmers

pip

MIT

Chalmers is an application that allows its users to monitor and control a number of processes on any operating system (Posix and Win32 included)

cheroot

pip

Highly-optimized, pure-python HTTP server

CherryPy

pip

BSD

create web application, needed by Spyre

chest

pip

BSD

Simple on-disk dictionary

citeproc-py

pip

citeproc-py is a CSL processor for Python. It aims to implement the CSL 1.0.1 specification. citeproc-py can output styled citations and bibliographies in a number of different output formats. Currently supported are plain text, reStructuredText and HTML. Other formats can be added easily.

click

pip

BSD

A simple wrapper around optparse for powerful command line utilities.

click-plugins

pip

New BSD

An extension module for click to enable registering CLI commands via setuptools entry-points.

cligj

pip

BSD

Click params for commmand line interfaces to GeoJSON

climate-toolbox

pip

Command-line utilities (turn function into command line)

cloudpickle

pip

BSD 3-Clause License

Extended pickling support for Python objects

clyent

pip

Command line client Library for windows and posix

cobble

pip

BSD

Cobble is a Python library that allows easy creation of data objects, including implementations of common methods such as __eq__ and __repr__.

cobra

wheel

Constraint-based reconstruction and analysis in python.

codecov

pip

http://www.apache.org/licenses/LICENSE-2.0

submit coverage report to codecov

colander

pip

A simple schema-based serialization and deserialization library

colorcet

pip

CC-BY License

colorcet is a collection of perceptually uniform colormaps for use with Python plotting programs like bokeh, matplotlib, holoviews, and datashader.

colorlog

pip

MIT License

Log formatting with colors!

colormath

pip

Color math and conversion library.

colorspacious

pip

MIT

A powerful, accurate, and easy-to-use Python library for doing colorspace conversions (for viscm)

CommonMark

pip

BSD-3-Clause

Python parser for the CommonMark Markdown spec

constantly

pip

Symbolic constants in Python

contextlib2

pip

Python

Backports and enhancements for the contextlib module

convertdate

pip

for fbprophet

cookies

pip

Friendlier RFC 6265-compliant cookie parser/renderer

coverage

pip

Apache 2.0

measure the coverage of unit tests

cryptography

pip

BSD or Apache License, Version 2.0

cryptography is a package which provides cryptographic recipes and primitives to Python developers.

cssselect

pip

BSD

cssselect parses CSS3 Selectors and translates them to XPath 1.0

cssselect2

pip

BSD

CSS selectors for Python ElementTree

cubes

pip

MIT

Cubes is a light-weight Python framework and set of tools for development of reporting and analytical applications, Online Analytical Processing (OLAP), multidimensional analysis and browsing of aggregated data. It is part of Data Brewery.

cuda4py

pip

BSD

Python cffi CUDA bindings and helper classes

custom_inherit

pip

A Python package that provides tools for inheriting docstrings in customizable ways.

cymem

pip

MIT

Manage calls to calloc/free through Cython

cyordereddict

wheel

MIT

Cython implementation of Python’s collections.OrderedDict

Cython

wheel

Apache

pseudo C++ in python

DataProperty

pip

Python library for extract property from data.

datashape

pip

BSD

A data description language.

db.py

pip

BSD

db.py is an easier way to interact with your databases. It makes it easier to explore tables, columns, views, etc. It puts the emphasis on user interaction, information display, and providing easy to use helper functions.

dbf

pip

access DBase format

dbfread

pip

MIT

access DBase format

deap

pip

LGPL

deep learning

decorator

pip

new BSD License

Better living through Python with decorators

defusedxml

pip

PSFL

XML bomb protection for Python stdlib modules

depinfo

pip

A utility Python package intended for other library packages. Provides a function that when called with your package name, will print platform and dependency information.

deprecation

pip

A library to handle automated deprecations

descartes

pip

BSD

Use Shapely or GeoJSON-like geometric objects as matplotlib paths and patches

dialite

pip

for flexx

dill

pip

3-clause BSD

serialize all of python (almost), Dill extends python’s pickle module for serializing and de-serializing python objects to the majority of the built-in python types.

discretize

wheel

A python package for finite volume discretization.

django

pip

Django

django-audiotracks

pip

MIT

read audio with django

django-celery

pip

BSD

localshop dependency, Old django celery integration project.

django-configurations

pip

BSD

localshop dependency, A helper for organizing Django settings.

django-environ

pip

MIT

localshop dependency, Django-environ allows you to utilize 12factor inspired environment variables to configure your Django application.

django-guardian

pip

BSD

localshop dependency, Implementation of per object permissions for Django 1.2 or later.

django-model-utils

pip

BSD

localshop dependency, Django model mixins and utilities.

django-storages

pip

BSD

localshop dependency, django-storages is a collection of custom storage backends for Django.

django-userena

pip

BSD

localshop dependency, Accounts for Django made beautifully simple

django-uuidfield

pip

~BSD

localshop dependency, UUIDField in Django

docopt

pip

Pythonic argument parser, that will make you smile

docx2txt

pip

MIT

A pure python-based utility to extract text and images from docx files.

dominate

pip

GNU Lesser General Public License (LGPL)

Dominate is a Python library for creating and manipulating HTML documents using an elegant DOM API.

duecredit

pip

Publications (and donations) tracer

dukpy

pip

MIT

DukPy is a simple javascript interpreter for Python built on top of duktape engine without any external dependency. It comes with a bunch of common transpilers built-in for convenience.

dynd

wheel

BSD

DyND-Python, a component of the Blaze project, is the Python exposure of the DyND dynamic multi-dimensional array library.

easy-thumbnails

pip

BSD

Easy thumbnails for Django

easydev

pip

new BSD

Common utilities to ease the development of Python packages

ecdsa

pip

ECDSA cryptographic signature library (pure python)

elasticsearch

pip

Apache License 2.0

Python client for Elasticsearch

emcee

pip

Kick ass affine-invariant ensemble MCMC sampling

empyrical

pip

empyrical is a Python library with performance and risk statistics commonly used in quantitative finance

envoy

pip

~MIT

Simple API for running external processes.

ephem

pip

for fbprophet

et_xmlfile

pip

MIT

et_xmlfile is a low memory library for creating large XML files (for openpyxl).

expressions

pip

Arithmetic expression parser library. Embed customized expression evaluation into your application or library.

fabric

pip

BSD

Fabric is a Python library and command-line tool for streamlining the use of SSH for application deployment or systems administration tasks.

Fabric3

pip

BSD

Fabric is a simple, Pythonic tool for remote execution and deployment (py2.7/py3.4+ compatible fork)

fast-histogram

wheel2

BSD

Mizani is a scales package for graphics. It is written in Python and is based on Hadley Wickham’s Scales.

fastcache

wheel

C implementation of Python 3 lru_cache for Python.

fasteners

pip

ASL 2.0

A python package that provides useful locks.

fastparquet

wheel

Apache License 2.0

fastparquet is a python implementation of the parquet format, aiming integrate into python-based big data work-flows.

fastrlock

wheel

Fast, re-entrant optimistic lock implemented in Cython (cupy)

fbpca

pip

Functions for principal component analysis (PCA) and accuracy checks.

feedparser

pip

~BSD - 2 clauses

parse RSS streams

filelock

pip

Public Domain <http://unlicense.org>

A platform independent file lock.

Flask-Cors

pip

A Flask extension for handling Cross Origin Resource Sharing (CORS), making cross-origin AJAX possible.

ftfy

pip

MIT

Fixes some problems with Unicode text after the fact

funcparserlib

pip

MIT

Recursive descent parsing library based on functional combinators

funcsigs

pip

Python function signatures from PEP362

future

pip

MIT

Clean single-source support for Python 3 and 2

fuzzywuzzy

pip

Fuzzy string matching in python

gast

pip

BSD 3-Clause

A generic AST to represent Python2 and Python3’s Abstract Syntax Tree(AST).

gatspy

pip

BSD

General tools for Astronomical Time Series in Python

GDAL

wheel

MIT

GDAL is a translator library for raster and vector geospatial data formats that is released under an X/MIT style Open Source license by the Open Source Geospatial Foundation.

gdown

pip

MIT

Google Drive direct download of big files.

gensim

wheel

LGPLv2.1

genetic algorithm

geographiclib

pip

MIT

This implements algorithms for geodesics (Karney, 2013) for solving the direct and inverse problems for an ellipsoid of revolution.

geojson

pip

Functions for encoding and decoding GeoJSON formatted data

geopandas

pip

BSD

GeoPandas is an open source project to make working with geospatial data in python easier.

gevent

pip

MIT

gevent is a coroutine-based Python networking library

ggplot

pip

BSD

ggplot graphics style

git-pandas

pip

BSD

gitdb2

pip

BSD License

GitDB is a pure-Python git object database

GitPython

pip

BSD License

Python Git Library

gizeh

pip

see LICENSE.txt

Simple Vector Graphics for Python

glue-core

pip

BSD

Multidimensional data visualzation across files

glue-vispy-viewers

pip

As Is

Vispy-based viewers for Glue

gmpy2

wheel

LGPLv3+

big real numbers (issue on Linux and Anaconda)

gnumpy

pip

Gnumpy: an easy way to use GPU boards in Python

google-api-python-client

pip

Apache 2.0

The Google API Client for Python is a client library for accessing the Plus, Moderator, and many other Google APIs.

google-auth

pip

Apache 2.0

This library simplifies using Google’s various server-to-server authentication mechanisms to access Google APIs.

google-auth-httplib2

pip

Apache 2.0

This library provides an httplib2 transport for google-auth.

googlemaps

pip

Apache

Python client library for Google Maps API Web Services

grab

pip

MIT

Grab is a python web scraping framework. Grab provides tons of helpful methods to scrape web sites

grako

wheel

Grako (for grammar compiler) is a tool that takes grammars in a variation of EBNF as input, and outputs memoizing (Packrat) PEG parsers in Python.

greenlet

wheel

MIT

Greenlet allows lightweight in-process concurrent programming.

grequests

pip

BSD

GRequests allows you to use Requests with Gevent to make asynchronous HTTP Requests easily.

grpcio

wheel

Apache License 2.0

Package for gRPC Python.

guidata

pip

CeCILL v2

Automatic graphical user interfaces generation for easy dataset editing and display

guiqwt

wheel

CECILL

Efficient 2D plotting Python library based on PythonQwt (Spyder)

gunicorn

pip

MIT

localshop dependency, WSGI HTTP Server for UNIX

gvar

wheel

GPLv3+

Utilities for manipulating correlated Gaussian random variables.

h2

pip

MIT License

HTTP/2 State-Machine based protocol implementation

h5netcdf

pip

netCDF4 via h5py

heapdict

pip

BSD

a heap with decrease-key and increase-key operations

holidays

pip

for fbprophet

HoloPy

wheel

Hologram processing and light scattering in python

hpack

pip

MIT License

Pure-Python HPACK header compression

html2text

pip

GNU GPL 3

Turn HTML into equivalent Markdown-structured text.

html5lib

pip

MIT

pure-python library for parsing HTML

httpie

pip

BSD

HTTPie - a CLI, cURL-like tool for humans

httplib2

pip

MIT

A comprehensive HTTP client library.

httpretty

pip

MIT

HTTP client mock for Python

hyper

pip

MIT

HTTP/2 Client for Python

hyperframe

pip

MIT License

HTTP/2 framing layer for Python

hyperlink

pip

MIT

A featureful, correct URL for Python.

hyperspy

wheel

GNU General Public License v3 (GPLv3)

HyperSpy is an open source Python library which provides tools to facilitate the interactive data analysis of multi-dimensional datasets that can be described as multi-dimensional arrays of a given signal (e.g. a 2D array of spectra a.k.a spectrum image).

hypothesis

pip

Hypothesis is an advanced testing library for Python. It lets you write tests which are parametrized by a source of examples, and then generates simple and comprehensible examples that make your tests fail. This lets you find more bugs in your code with less work.

ifaddr

pip

for zero conf

ijson

pip

BSD

Iterative JSON parser with a standard Python iterator interface

images2gif

pip

Unlicensed

Create a GIF from a list of images.

imbox

pip

MIT

Python library for reading IMAP mailboxes and converting email content to machine readable data

incremental

pip

Incremental is a small library that versions your Python projects.

indexed_gzip

wheel

Fast random access of gzip files.

inflection

pip

MIT

A port of Ruby on Rails inflector to Python

intervaltree

pip

Editable interval tree data structure for Python 2 and 3

invoke

pip

BSD

Invoke is a Python task execution tool & library, drawing inspiration from various sources to arrive at a powerful & clean feature set.

ipaddress

pip

Python Software Foundation License

IPv4/IPv6 manipulation library

iso8601

pip

Simple module to parse ISO 8601 dates

isodate

pip

BSD

An ISO 8601 date/time/duration parser and formatter

isort

pip

MIT

A Python utility / library to sort Python imports.

itsdangerous

pip

BSD

Various helpers to pass trusted data to untrusted environments and back.

jaraco.functools

pip

Additional functools in the spirit of stdlib’s functools.

javascripthon

pip

GPLv3+

a Python 3 to ES6 JavaScript translator

jdcal

pip

BSD

Julian dates from proleptic Gregorian and Julian calendars.

jedi

pip

MIT

An autocompletion tool for Python that can be used for text editors.

jeepney

pip

This is a low-level, pure Python DBus protocol client. It has an I/O-free core, and integration modules for different event loops.

jieba

pip

MIT

Chinese Words Segementation Utilities

jinja2

pip

BSD

templating

jmespath

pip

MIT

JSON Matching Expressions

joblib

pip

BSD

distribute jobs, parallelization

JPype1

wheel

Apache Software License

A Python to Java bridge.

Js2Py

pip

MIT

JavaScript to Python Translator & JavaScript interpreter written in 100% pure Python.

jsonpickle

pip

BSD

Python library for serializing any arbitrary object graph into JSON.

jsonrpc-requests

pip

A JSON-RPC client library, backed by requests

jsonschema

pip

An implementation of JSON Schema validation for Python

jupyter-echarts-pypkg

pip

MIT

The project packages jupyter-echarts and distributes it via pypi.

keyring

pip

MIT, Python

Store and access your passwords safely.

kiwisolver

wheel

BSD

Kiwi is an efficient C++ implementation of the Cassowary constraint solving algorithm.

kombu

pip

BSD

Messaging library for Python (for celery)

lazy-object-proxy

pip

BSD 2-Clause License

A fast and thorough lazy object proxy

libLAS

wheel

BSD

libLAS is a C/C++ library for reading and writing the very common LAS LiDAR format.

liblinear

wheel

A Library for Large Linear Classification

libsvm

wheel

SVM library

libtiff

wheel

PyLibTiff is a package that provides: a wrapper to the libtiff library to Python using ctypes, a pure Python module for reading and writing TIFF and LSM files. The images are read as numpy.memmap objects so that it is possible to open images that otherwise would not fit to computers RAM. Both TIFF strips and tiles are supported for low-level data storage.

linecache2

pip

A backport of linecache to older supported Pythons.

llvmlite

wheel

BSD

lightweight wrapper around basic LLVM functionality, check issue https://github.com/cmderdev/cmder/issues/490 for missing api-ms-win-crt-runtime-l1-1-0.dll

lml

pip

New BSD

lml seamlessly finds the lml based plugins from your current python environment but loads your plugins on demand. It is designed to support plugins that have external dependencies, especially bulky and/or memory hungry ones. lml provides the plugin management system only and the plugin interface is on your shoulder.

locket

pip

BSD

File-based locks for Python for Linux and Windows

lockfile

pip

MIT

Platform-independent file locking module

Logbook

wheel

A logging replacement for Python

logutils

pip

Logging utilities

lru_dict

pip

An Dict like LRU container.

lunardate

pip

for fbprophet

lxml

wheel

BSD

xml parsers (C++)

lz4

wheel

BSD

LZ4 Bindings for Python (for dpark)

m2r

pip

M2R converts a markdown file including reStructuredText (rst) markups to a valid rst format.

macropy3

pip

MIT

MacroPy is an implementation of Syntactic Macros in the Python Programming Language. MacroPy provides a mechanism for user-defined functions (macros) to perform transformations on the abstract syntax tree (AST) of a Python program at import time. This is an easy way to enhance the semantics of a Python program in ways which are otherwise impossible, for example providing an extremely concise way of declaring classes.

Mako

pip

MIT

templating

mammoth

pip

BSD

Convert Word documents from docx to simple and clean HTML and Markdown

marisa_trie

wheel

MIT

Static memory-efficient & fast Trie-like structures for Python (based on marisa-trie C++ library)

markdown

pip

BSD License

markdown parser (for bokeh)

markdown2

pip

markdown parser

markupsafe

pip

BSD-3-Clause

parses mardown

mbstrdecoder

pip

MIT

multi-byte character string decoder

minepy

wheel

GPLv3

interface to MineCraft

mistune

pip

BSD

The fastest markdown parser in pure Python with renderer features, inspired by marked.

mizani

pip

BSD (3-clause)

Mizani is a scales package for graphics. It is written in Python and is based on Hadley Wickham’s Scales.

mlpy

wheel

mlpy is a Python module for Machine Learning built on top of NumPy/SciPy, has wavelets

mnist

pip

BSD

Python utilities to download and parse the MNIST dataset

mock

pip

OSI Approved :: BSD License

mock is a library for testing in Python. It allows you to replace parts of your system under test with mock objects and make assertions about how they have been used.

mockextras

pip

Extensions to the mock library

monotonic

pip

Apache

This module provides a monotonic() function which returns the value (in fractional seconds) of a clock which never goes backwards. It is compatible with Python 2 and Python 3.

monty

pip

MIT

Monty is the missing complement to Python.

more-itertools

pip

MIT

More routines for operating on iterables, beyond itertools

mpi4py

wheel

MPI for Python

mpl-scatter-density

pip

BSD

Matplotlib helpers to make density scatter plots

mpmath

pip

BSD

mpmath is a free (BSD licensed) Python library for real and complex floating-point arithmetic with arbitrary precision.

msgfy

pip

msgfy is a Python library for convert Exception instance to a human-readable error message.

msgpack

wheel

Apache 2.0

MessagePack (de)serializer.

msgpack-numpy

pip

BSD

Numpy data serialization using msgpack

msrest

pip

MIT License

AutoRest swagger generator Python client runtime.

msrestazure

pip

MIT License

AutoRest swagger generator Python client runtime. Azure-specific module.

mss

pip

An ultra fast cross-platform multiple screenshots module in pure python using ctypes

multi-key-dict

pip

License :: OSI Approved :: MIT License (http://opensource.org/licenses/MIT)

Multi key dictionary implementation

multidict

pip

Multidicts are useful for working with HTTP headers, URL query args etc.

multimethods

pip

MIT

A multimethod implementation, loosely based on Guido’s initial ‘Five-minute Multimethods in Python.

multipledispatch

pip

BSD

A relatively sane approach to multiple dispatch in Python.

multiprocess

wheel

better multiprocessing and multithreading in python

munch

pip

MIT

A dot-accessible dictionary (a la JavaScript objects).

murmurhash

pip

MIT

Cython .pxd files for some of the MurmurHash 2 and 3 hash functions, with a slightly more Pythonic API. The only access to these functions is via Cython — I don’t see why they should be useful from pure Python.

mutagen

pip

GPL-2.0-or-later

read and write audio tags for many formats in Python 3

mutagenx

pip

read and write audio tags for many formats in Python 3

mypy

pip

Mypy is an experimental optional static type checker for Python that aims to combine the benefits of dynamic (or ‘duck’) typing and static typing.

mypy_extensions

pip

for mypy

natgrid

wheel

Python interface to NCAR natgrid library (for matplotlib)

natsort

pip

MIT

Sort lists naturally

nbdime

pip

BSD

Comparison of notebooks

ndg-httpsclient

pip

BSD - See ndg/httpsclient/LICENCE file for details

Provides enhanced HTTPS support for httplib and urllib2 using PyOpenSSL

netaddr

pip

Pythonic manipulation of IPv4, IPv6, CIDR, EUI and MAC network addresses

netCDF4

wheel

xarray uses this module to save and read data (netCDF=Unidata network Common Data Form)

netifaces

pip

Portable network interface information.

nibabel

pip

Access a multitude of neuroimaging data formats.

nodeenv

pip

BSD

Node.js virtual environment builder

nose

pip

GNU LGPL

run unit tests

numcodecs

wheel

MIT

Numcodecs is a Python package providing buffer compression and transformation codecs for use in data storage and communication applications.

numexpr

wheel

MIT

Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more.

numpydoc

pip

Sphinx extension to support docstrings in Numpy format

oauth2client

pip

The oauth2client is a client library for OAuth 2.0.

oauthlib

pip

BSD

A generic, spec-compliant, thorough implementation of the OAuth request-signing logic

octave_kernel

pip

BSD

A Jupyter kernel for Octave.

odfpy

pip

GNU General Public License v.2 + Apache License v.2

Python API and tools to manipulate OpenDocument files

olefile

pip

Python package to parse, read and write Microsoft OLE2 files (Structured Storage or Compound Document, Microsoft Office) - Improved version of the OleFileIO module from PIL, the Python Image Library.

opencv_python

wheel

BSD

OpenVC wrapper

OpenImageIO

wheel

A library for reading and writing images with emphasis on animation and visual effects.

openpyxl

pip

MIT/Expat

reads/writes Excel files, version is 1.8.6 due to pandas which does not work with more recent verrsions yet

optlang

pip

Formulate optimization problems using sympy expressions and solve them using interfaces to third-party optimization software (e.g. GLPK).

osqp

wheel

The OSQP (Operator Splitting Quadratic Program) solver is a numerical optimization package for solving quadratic problems

packaging

pip

BSD or Apache License, Version 2.0

Core utilities for Python packages

palettable

pip

MIT

Color palettes for Python

pamela

pip

An interface to the Pluggable Authentication Modules (PAM) library on linux, written in pure python (using ctypes)

pandoc-attributes

pip

An Attribute class to be used with pandocfilters

pandocfilters

pip

BSD

Utilities for writing pandoc filters in python

param

pip

BSD

Declarative Python programming using Parameters.

parsel

pip

Parsel is a library to extract data from HTML and XML using XPath and CSS selectors.

parsimonious

pip

(Soon to be) the fastest pure-Python PEG parser I could muster

parso

pip

MIT

Parso is a Python parser that supports error recovery and round-trip parsing for different Python versions (in multiple Python versions). Parso is also able to list multiple syntax errors in your python file.

partd

pip

BSD

Appendable key-value storage

passlib

pip

BSD

comprehensive password hashing framework supporting over 30 schemes

pathlib2

pip

for ggplot, Object-oriented filesystem paths

pathvalidate

pip

MIT

A python library to validate/sanitize a string such as filenames/variable-names/excel-sheet-names.

pbr

pip

Apache Software License

PBR is a library that injects some useful and sensible default behaviors into your setuptools run.

pdfminer3k

pip

MIT

PDF parser and analyzer

pep8

pip

official guidelines on Python style

persistent

wheel

Objets persistants translucides

picklable-itertools

pip

MIT

A reimplementation of the Python standard library’s itertools, in Python, using picklable iterator objects. (fuel)

Pillow

wheel

read/create images

PIMS

pip

As Is

Python Image Sequence (for trackpy)

pint

pip

Physical quantities module

pipdeptree

pip

MIT

displays module dependencies as a tree

pivottablejs

pip

MIT

PivotTable.js integration for Jupyter/IPython Notebook.

pkginfo

pip

MIT

Query metadatdata from sdists / bdists / installed packages.

plac

pip

BSD License

The smartest command line arguments parser in the world

planar

wheel

BSD

2D planar geometry library for Python.

plotnine

pip

GPL-2

A grammar of graphics for Python

pluggy

pip

MIT license

plugin and hook calling mechanisms for python

ply

pip

Python Lex & Yacc (for thrifty)

Pmw

pip

Pmw is a toolkit for building high-level compound widgets in Python using the Tkinter module.

pocket

pip

Access to pocket API.

Polygon3

wheel

Handles polygonal shapes in 2D. This library is free for non-commercial use only.

portend

pip

TCP port monitoring utilities

preshed

wheel

MIT

Cython hash table that trusts the keys are pre-hashed

prince

pip

Prince is a factor analysis library for datasets that fit in memory.

proglog

pip

MIT - copyright Edinburgh Genome Foundry

Progress bar.

properties

pip

An organizational aid and wrapper for validation and tab completion of class properties

protobuf

pip

3-Clause BSD License

Protocol Buffers are Google’s data interchange format

pscript

pip

for flexx

psutil

wheel

BSD

cross-platform library for retrieving information onrunning processes and system utilization (CPU, memory, disks, network)in Python.

psycopg2

wheel

LGPL with exceptions or ZPL

Python-PostgreSQL Database Adapter

PTable

pip

BSD (3 clause)

A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. (for streamparse)

py

pip

MIT license

library with cross-python path, ini-parsing, io, code, log facilities

py-cpuinfo

pip

MIT

Py-cpuinfo gets CPU info with pure Python. Py-cpuinfo should work without any extra programs or libraries, beyond what your OS provides. It does not require any compilation(C/C++, assembly, et cetera) to use. It works with Python 2 and 3.

py4j

pip

BSD License

Enables Python programs to dynamically access arbitrary Java objects

pyasn1

pip

BSD

ASN.1 types and codecs (for pysnmp)

pyasn1-modules

pip

BSD-2-Clause

A collection of ASN.1-based protocols modules.

PyAudio

wheel

MIT

PyAudio provides Python bindings for PortAudio v19, the cross-platform audio I/O library. With PyAudio, you can easily use Python to play and record audio streams on a variety of platforms (e.g., GNU/Linux, Microsoft Windows, and Mac OS X).

pybars3

pip

GNU Library or Lesser General Public License (LGPL)

Handlebars.js templating

pychromecast

pip

Library for Python 2 and 3 to communicate with the Google Chromecast.

pycontracts

pip

PyContracts is a Python package that allows to declare constraints on function parameters and return values, setup for version 1.7.7 is bugged

pycosat

wheel

PicoSAT is a popular SAT solver written by Armin Biere in pure C.

pycparser

pip

BSD

pycparser is a complete parser of the C language, written in pure Python using the PLY parsing library. It parses C code into an AST and can serve as a front-end for C compilers or analysis tools.

pycrypto

wheel2

Public Domain + patent for some algorithm

Cryptographic modules for Python (not available on x64 and Python 3)

pycryptodomex

pip

BSD, Public Domain, Apache

Cryptographic modules for Python (not available on x64 and Python 3)

pyct

pip

BSD 3-Clause License

A utility package

pycurl

wheel

LGPL/MIT

PycURL, a interface to the libcurl library. (for grab)

PyDispatcher

pip

Multi-producer-multi-consumer signal dispatching mechanism

pydy

pip

LICENSE.txt

Multibody Dynamics with Python

pyecharts

pip

MIT

pyecharts is a library to generate charts using Echarts. It simply provides the interface of 28+ kinds of charts between Echarts and Python.

pyecharts-javascripthon

pip

MIT

pyecharts-javascripthon helps translate Python functions into javascript ones. It uses javascripthon and dukpy to blend Python codes into javascript runtime. It supports python 2.7, 3.4, 3.5 and 3.6. It works on Linux, MacOS and Windows platforms.

pyecharts-snapshot

pip

pyecharts-snapshot renders the output of pyecharts as a png, jpeg, gif, svg image or a pdf file at command line or in your code.

pyeda

wheel

A library for electronic design automation.

pyemd

wheel

MIT

A Python wrapper for Ofir Pele and Michael Werman’s implementation of the Earth Mover’s Distance.

pygit2

wheel

Pygit2 is a set of Python bindings to the libgit2 shared library, libgit2 implements the core of Git.

pygments

pip

BSD License

syntax highlighting package written in Python

pyhamcrest

pip

for twisted

pyHook

wheel

Python wrapper for global input hooks in Windows. The package provides callbacks for mouse and keyboard events; events can be monitored and filtered.

pyjsparser

pip

MIT

Fast javascript parser (based on esprima.js)

PyJWT

pip

MIT

JSON Web Token library for Python 3.

pylint

pip

GPL

statistics on Python script style

pylzma

wheel2

LGPL

Python bindings for the LZMA library by Igor Pavlov.

pymatbridge

pip

pymatbridge is a set of python and matlab functions to allow these two systems to talk to each other

pymatsolver

pip

A (sparse) matrix solver for python.

PyMeta3

pip

Pattern-matching language based on OMeta for Python 3 and 2

pymkl

pip

Python wrapper of Intel MKL routines

pympler

pip

Apache License, Version 2.0

Pympler is a development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.

PyOpenGL

wheel

BSD

use OpenGL in Python

PyOpenGL_accelerate

wheel

BSD

Acceleration code for PyOpenGL

pyOpenSSL

pip

Apache License, Version 2.0

Python wrapper module around the OpenSSL library

pyotp

pip

PyOTP is a Python library for generating and verifying one-time passwords.

pypandoc

pip

MIT

Pypandoc provides a thin wrapper for pandoc, a universal document converter.

pyparsing

pip

MIT License

alternative approach to creating and executing simple grammars

pypiserver

pip

BSD

run a local pypi server

pypmc

wheel

GPLv2

pypmc is a python package focusing on adaptive importance sampling.

pypng

pip

MIT

Pure Python PNG image encoder/decoder

pyreadline

pip

python implementation of GNU readline functionality

pyRFXtrx

pip

LGPLv3+

A Python library to communicate with the RFXtrx family of devices

pyrsistent

pip

MIT

Pyrsistent is a number of persistent collections (by some referred to as functional data structures). Persistent in the sense that they are immutable.

pyshp

pip

MIT

Pure Python read/write support for ESRI Shapefile format

pysmi

pip

BSD

SNMP SMI/MIB Parser (for pysnmp)

PySocks

pip

A semi-actively maintained SocksiPy fork. Contains many improvements to the original.

pystache

pip

MIT

Mustache for Python (for bokeh)

pystorm

pip

Battle-tested Apache Storm Multi-Lang implementation for Python.

pytablereader

pip

MIT

A python library to load structured table data from files/URL with various data format: CSV/Excel/HTML/JSON/LTSV/Markdown/TSV.

pytablewriter

pip

convert a dataframe into many formats

pytagcloud

pip

Create beautiful tag clouds as images or HTML

pytest

pip

MIT license

pytest: simple powerful testing with Python

pytest_runner

pip

Setup scripts can use pytest-runner to add setup.py test support for pytest runner.

python-daemon

pip

Library to implement a well-behaved Unix daemon process (for luigi)

python-dateutil

pip

Dual License

helpers to manipulate dates

python-docx

pip

read/write Word document

python-editor

pip

Programmatically open an editor, capture the result.

python-gmaps

pip

BSD

Google Maps API client http://python-gmaps.readthedocs.org

python-jenkins

pip

BSD

interact with Jenkins

python-magic

pip

File type identification using libmagic

python-mimeparse

pip

MIT

A module provides basic functions for parsing mime-type names and matching them against a list of media-ranges. (falcon)

python-nmap

pip

This is a python class to use nmap and access scan results from python3

python-pptx

pip

The MIT License (MIT)

read/write PowerPoint presentation

python-utils

pip

Python Utils is a module with some convenient utilities not included with the standard Python install

python-wink

pip

Python implementation of the Wink API

python-xlib

pip

Python X Library

python3-linkedin

pip

MIT

Python Interface to the LinkedIn API

python_Levenshtein

wheel

C implementation of Levenshtein distance.

python_oauth2

pip

for jupyterhup

pythonnet

wheel

MIT

Python binding for C#

pythonqwt

pip

MIT

Qt plotting widgets (Spyder)

pytils

pip

Russian-specific string utils (for selection, weblib)

pytool

pip

A collection of tools for Python

pytools

pip

MIT

A collection of tools for Python

pytube

pip

MIT

play with youtube videos

pytz

pip

MIT

World timezone definitions, modern and historical

pyuserinput

pip

A simple, cross-platform module for mouse and keyboard control

pywinpty

wheel

Python bindings for the winpty pseudo terminal library. It allows to create and communicate with Windows processes that print outputs and recieve inputs via console input and output pipes.

PyYAML

wheel

MIT

YAML parser and emitter for Python

QtAwesome

pip

QtAwesome enables iconic fonts such as Font Awesome and Elusive Icons in PyQt and PySide applications.

Quandl

pip

MIT

access Quandl API

queuelib

pip

BSD

Collection of persistent (disk-based) queues

recommonmark

pip

MIT

For pymc3???

recordclass

wheel

A mutable variant of collections.namedtuple, which supports assignments.

redis

pip

Python client for Redis key-value store

regex

wheel

Python Software Foundation License

Alternative regular expression module, to replace re.

reportlab

wheel

BSD license (see license.txt for details), Copyright (c) 2000-2018, ReportLab Inc.

This is the ReportLab PDF Toolkit. It allows rapid creation of rich PDF documents, and also creation of charts in a variety of bitmap and vector formats.

requests

pip

Apache 2.0

human interface for http

requests-cache

pip

Persistent cache for requests library

requests-file

pip

Apache 2.0

File transport adapter for Requests

requests-ftp

pip

Apache 2.0

FTP Transport Adapter for Requests

requests-oauthlib

pip

ISC

OAuthlib authentication support for Requests.

responses

pip

A utility library for mocking out the requests Python library.

retrying

pip

Apache 2.0

Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just about anything.

rope_py3k

pip

GPL=OpenBSD

refactoring library

rsa

pip

ASL 2

Pure-Python RSA implementation

ruamel.yaml

pip

ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order

rx

pip

Reactive Extensions (Rx) for Python (LINQ)

sas7bdat

pip

read/write SAS format

scikit-fusion

pip

GPLv3

A Python module for data fusion built on top of factorized models.

scikit-image

wheel

Modified BSD

scikit-image is a collection of algorithms for image processing.

secretstorage

pip

BSD 3-Clause License

This module provides a way for securely storing passwords and other secrets.

selection

pip

API to extract data from HTML and XML documents. (for grab)

semantic_version

pip

BSD

A library implementing the ‘SemVer’ scheme.

semver

pip

Python helper for Semantic Versioning (http://semver.org/)

Send2Trash

pip

BSD License

Send file to trash natively under Mac OS X, Windows and Linux.

serverfiles

pip

An utility that accesses files on a HTTP server and stores them locally for reuse.

service_identity

pip

MIT

Service identity verification for pyOpenSSL.

setproctitle

wheel

BSD

A Python module to customize the process title

setuptools-git

pip

BSD

This is a plugin for setuptools that enables git integration. Once installed, Setuptools can be told to include in a package distribution all the files tracked by git. This is an alternative to explicit inclusion specifications with MANIFEST.in.

Shapely

wheel

BSD

Manipulation and analysis of geometric objects in the Cartesian plane.

shiboken2

pip

for PySide

simhash

pip

MIT

A Python implementation of Simhash Algorithm

simplejson

wheel

MIT License

Simple, fast, extensible JSON encoder/decoder for Python

SimpleSQLite

pip

MIT

SimpleSQLite is a Python library to simplify the table creation and data insertion into SQLite database.

singledispatch

pip

MIT

for nltk

six

pip

MIT

helpers for python 2/3 conversion

slacker

pip

Slack API client

slicerator

pip

BSD

A lazy-loading, fancy-sliceable iterable.

smart_open

pip

Public Domain

Utils for streaming large files (S3, HDFS, gzip, bz2…), provides the same API for many format

smmap2

pip

BSD

A pure python implementation of a sliding window memory map manager

snowballstemmer

pip

BSD-3-Clause

This package provides 16 stemmer algorithms (15 + Porter English stemmer) generated from Snowball algorithms, needed by sphinx-rtd-theme.

sortedcontainers

pip

Apache 2.0

Python Sorted Container Types: SortedList, SortedDict, and SortedSet

sounddevice

wheel

MIT

This Python module provides bindings for the PortAudio library and a few convenience functions to play and record NumPy arrays containing audio signals.

soupsieve

pip

MIT License

Soup Sieve is a CSS selector library designed to be used with Beautiful Soup 4.

sparse

pip

This implements sparse arrays of arbitrary dimension on top of numpy and scipy.sparse

spectrum

wheel

Spectrum contains tools to estimate Power Spectral Densities using methods based on Fourier transform, Parametric methods or eigenvalues analysis

spglib

wheel

BSD

Python bindings for C library for finding and handling crystal symmetries

sphinxcontrib-blockdiag

pip

BSD

Sphinx ‘blockdiag’ extension

sputnik

pip

Data package manager library

spyder

pip

scientific IDE

spyder-kernels

pip

Jupyter Kernels for the Spyder console

sqlite_bro

pip

MIT

GUI for SQLite

sqliteschema

pip

sqliteschema is a Python library to dump table schema of a SQLite database file.

sseclient-py

pip

A Python client for SSE event sources that seamlessly integrates with urllib3 and requests.

stopit

pip

GPLv3

Timeout control decorator and context managers, raise any exception in another thread.

streamparse

pip

Streamparse lets you run Python code against real-time streams of data via Apache Storm.

structures

pip

User-friendly library for creating data structures.

suds-jurko

pip

Lightweight SOAP client (Jurko’s fork)

supersmoother

pip

BSD 3-clause

This is an efficient implementation of Friedman’s SuperSmoother [1] algorithm in pure Python. It makes use of numpy for fast numerical computation.

swiglpk

wheel

swiglpk - Simple swig bindings for the GNU Linear Programming Kit

sympy

pip

BSD

SymPy is a Python library for symbolic mathematics.

TA_Lib

wheel

This is a Python wrapper for TA-LIB based on Cython instead of SWIG.

tabledata

pip

A Python library to represent tabular data for pytablewriter/pytablereader/SimpleSQLite.

tables

wheel

BSD 2-Clause

PyTables is a package for managing hierarchical datasets and designed to efficiently and easily cope with extremely large amounts of data.

tabulate

pip

MIT

Pretty-print tabular data

tblib

pip

BSD 2-Clause License

Traceback fiddling library. For now allows you to pickle tracebacks and raise exceptions with pickled tracebacks in different processes. This allows better error handling when running code over multiple processes (imagine multiprocessing, billiard, futures, celery etc)

tempora

pip

MIT

Objects and routines pertaining to date and time (tempora)

termcolor

pip

MIT

ANSII Color formatting for output in terminal.

testpath

pip

MIT

Test utilities for code working with files and commands

text-unidecode

pip

The most basic Text::Unidecode port

textblob

pip

MIT

TextBlob is a Python (2 and 3) library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more.

texttable

pip

module for creating simple ASCII tables

thrift

pip

Python bindings for the Apache Thrift RPC system

thriftpy

pip

pure python implemention of Apache Thrift.

tinycss2

pip

BSD

tinycss2 is a complete yet simple CSS parser for Python. It supports the full syntax and error handling for CSS 2.1 as well as some CSS 3 modules

toml

pip

MIT

Python Library for Tom’s Obvious, Minimal Language

traceback2

pip

traceback2 is a backport of the new features added to the traceback testing framework in Python 2.7 and onwards.

traits

pip

BSD

explicitly typed attributes for Python

traittypes

pip

BSD

Custom trait types for scientific computing.

transaction

pip

Transaction management for Python. This package contains a generic transaction implementation for Python. It is mainly used by the ZODB.

translationstring

pip

Utility library for i18n relied on by various Repoze and Pyramid packages

triangle

wheel

GNU LGPL

Python Triangle is a python wrapper around Jonathan Richard Shewchuk’s two-dimensional quality mesh generator and delaunay triangulator library.

trollius

pip

Port of the Tulip project (asyncio module, PEP 3156)

tweepy

pip

Python wrapper for the twitter API

Twisted

wheel

An asynchronous networking framework written in Python

typecheck-decorator

pip

verifies decorators at running time

typed_ast

pip

typed_ast is a Python 3 package that provides a Python 2.7 and Python 3 parser similar to the standard ast library.

typepy

pip

MIT

A python library for variable type checker/validator/converter at run time.

tzlocal

pip

MIT

tzinfo object for the local timezone

ufal.udpipe

pip

for orange3-text

ujson

wheel

BSD License

Ultra fast JSON encoder and decoder for Python

uncertainties

pip

uncertainties allows calculations such as (2 +/- 0.1)*2 = 4 +/- 0.2 to be performed transparently.

unidecode

pip

GPLv2+

ASCII transliterations of Unicode text

unittest2

pip

unittest2 is a backport of the new features added to the unittest testing framework in Python 2.7 and onwards.

untangle

pip

Converts XML to Python objects

update_checker

pip

Simplified BSD License

A python module that will check for package updates.

uritemplate

pip

BSD 3-Clause License or Apache License, Version 2.0

URI templates

urllib3

pip

MIT

urllib2 extension

urwid

pip

for pyfm

user-agent

pip

MIT

A library to identify devices (phones, tablets) and their capabilities by parsing (browser/HTTP) user agent strings

uvloop

pip

MIT

Fast implementation of asyncio event loop on top of libuv

validate_email

pip

LGPL

Validate_email verify if an email address is valid and really exists.

vectormath

pip

Vector math utilities for python (used by discretize).

Versio

pip

localshop dependency, manages versions

version-information

pip

BSD

Version information

vincenty

pip

none

Calculate the geographical distance between 2 points with extreme accuracy.

vine

pip

Promises, promises, promises

virtualenv

pip

MIT

creatre virtual environments

viscm

pip

MIT

tool for analyzing colormaps and creating new colormaps.

vispy

pip

(new) BSD

Vispy is a high-performance interactive 2D/3D data visualization library.

voluptuous

pip

Voluptuous is a Python data validation library

voluptuous_serialize

pip

for homeassistant

w3lib

pip

BSD

Library of web-related functions

webcolors

pip

BSD 3-Clause

A library for working with color names and color value formats defined by the HTML and CSS specifications for use in documents on the Web.

webencodings

pip

BSD

Character encoding aliases for legacy web content

weblib

pip

Set of tools for web scraping projects (for grab)

webruntime

pip

for flexx

websocket-client

pip

WebSocket client for python. hybi13 is supported.

werkzeug

pip

BSD-3-Clause

The Swiss Army knife of Python web development

wget

pip

none

pure python download utility

wheel

pip

MIT

handle wheels

whoosh

pip

search engine in Python

wikipedia

pip

MIT

Wikipedia API for Python

win_unicode_console

pip

MIT

winrandom

wheel

This module gives direct access to Windows Cryptographic API CryptGetRandom() function, which is cryptographically strong pseudo-random number generator (PRNG) on Windows:

wptools

pip

MIT

Wikipedia tools (for Humans)

wrapt

wheel

BSD

A Python module for decorators, wrappers and monkey patching.

wurlitzer

pip

for spyder

x86cpu

wheel

BSD license

Uses cpuid instruction to get information about CPU. Queries OS as well as cpuid to see if the OS / CPU supports AVX instructions.

xlrd

pip

BSD

reads Excel files

XlsxWriter

pip

BSD

writes Excel files

xlwt

pip

BSD

writes Excel files

xmltodict

pip

MIT

Makes working with XML feel like you are working with JSON

xxhash

wheel

BSD

xxHash is an Extremely fast Hash algorithm, running at RAM speed limits.

yahoo-historical

pip

MIT License

Python module to get stock data from Yahoo! Finance

yapf

pip

Code formatter

zarr

pip

MIT

A minimal implementation of chunked, compressed, N-dimensional arrays for Python.

zc.lockfile

pip

Basic inter-process locks

ZConfig

pip

Structured Configuration Library

zdaemon

pip

Daemon process control library and tools for Unix-based systems

ZEO

pip

ZEO provides a client-server storage implementation for ZODB.

zeroconf

pip

Multicast DNS Service Discovery for Python, originally by Paul Scott-Murphy.

zict

pip

BSD

The dictionary / mutable mapping interface is powerful and multi-faceted.

zipline

wheel

A backtester for financial algorithms.

zipp

pip

A pathlib-compatible Zipfile object wrapper.

ZODB

pip

The Zope Object Database provides an object-oriented database for Python that provides a high-degree of transparency.

ZODB3

pip

ZODB3 - Meta release for ZODB, persistent, BTrees and ZEO

zodbpickle

wheel

This package presents a uniform pickling interface for ZODB.

zope.exceptions

pip

Zope Public License

Zope exception

zope.interface

wheel

interfaces for python

zs

wheel

BSD

S is a compressed, read-only file format for efficiently distributing, querying, and archiving arbitrarily large record-oriented datasets.