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()
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")


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   Apache License 2.0 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.
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.
cffi C++ wheel   MIT Foreign Function Interface for Python calling C code.
nuitka C++ pip     C++ compilation, code optimization
numba C++ wheel   BSD Numba is an Open Source NumPy-aware optimizing compiler for Python sponsored by Continuum Analytics, Inc.
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     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     TensorBoard lets you watch Tensors Flow
tensorflow DATA/ML wheel   Apache Software License Deep Learning from Google
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.
keras-vis DATA/ML pip     keras-vis is a high-level toolkit for visualizing and debugging your trained keras neural net models.
NLopt DATA/ML wheel   LGPL linear, quadratic optimization
bayespy DATA/ML pip     bayesian modelling and computation
bcolz DATA/ML wheel   BSD compressed dataframe, in memory or on disk
catboost DATA/ML pip     CatBoost is a machine learning method based on gradient boosting over decision trees.
cntk DATA/ML wheel     Deep Learning from Microsoft see
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
h5py DATA/ML wheel   BSD The h5py package is a Pythonic interface to the HDF5 binary data format. Trillion-Particle Simulation.
julia DATA/ML pip   MIT Julia/Python bridge with IPython support
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.
numpy DATA/ML wheel   BSD matrix computation
lightgbm DATA/ML pip   The MIT License (Microsoft) Parallelized Stochastic Gradient Descent (only available on Python 3 and x64)
milk DATA/ML wheel     machine learning toolkit
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.
torch DEEP LEARNING wheel     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
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.
qtpy GUI pip     single interface for QtPy4, 5, PySide
PySide2 GUI pip     The Qt for Python project aims to provide a complete port of the PySide module to Qt 5.
pyqtgraph GUI pip     Scientific Graphics and GUI Library for Python, depends on PySide
PyQt5-sip GUI pip      
PyQt5 GUI pip   GPL v3  
SIP GUI pip   GPL v2 or GPL v3 or BSD For PyQt5
pygame GUI wheel   LGPL GUI, interface for games (needs to be installed from 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 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 IoT pip     A simple python client for
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     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
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. JUPYTER pip   MIT IPython, dependency
jupyterlab-launcher JUPYTER pip     Jupyter Lab Launcher
jupyter-pip JUPYTER pip     Allows Jupyter notebook extension writers to make their extension pip installable!
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 ‘’ module
entrypoints JUPYTER pip   MIT Discover and load entry points from installed packages. JUPYTER pip is a webkit web client written in python
importlib-metadata JUPYTER pip     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
ipykernel JUPYTER pip   BSD IPython, Jupyter, kernels
ipympl JUPYTER pip     Matplotlib Jupyter Extension
jupyterlab JUPYTER pip   BSD Jupyter Lab
ipyparallel JUPYTER pip   BSD Interactive Parallel Computing with IPython
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_client JUPYTER pip   BSD Jupyter client
jupyter_contrib_nbextensions JUPYTER github     This repository contains a collection of extensions that add functionality to the Jupyter notebook.
jupyter_core JUPYTER pip   BSD Jupyter Core
jupyter_sphinx JUPYTER pip   BSD Jupyter Sphinx Extensions
ipyscales JUPYTER pip     A widget library for scales
terminado JUPYTER/LINUX pip   BSD dependency for the notebooks, Terminals served to term.js using Tornado websockets
micropython-libc JUPYTER/LINUX pip     dependency for ptyprocess, MicroPython FFI helper module
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
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.
Rtree MATHS wheel   GNU Library or Lesser General Public License (LGPL) R-Tree spatial index for Python GIS
openTSNE ML wheel     Fast t-SNE
pyfm ML wheel     Factorization Machine
pyltr ML pip     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
scrapy ML pip     A high-level Web Crawling and Web Scraping framework
seasonal ML pip   MIT timeseries
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_contrib_lightning ML wheel     large-scale linear classification, regression and ranking
onnxmltools ML pip     Converts Machine Learning models to ONNX
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
seqlearn ML wheel     sequence classification toolkit for Python
onnx ML wheel2     Open Neural Network Exchange
mlxtend ML pip     A library consisting of useful tools and extensions for the day-to-day data science tasks.
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.
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
gplearn ML pip     gplearn implements Genetic Programming in Python, with a scikit-learn inspired and compatible API.
gdbn ML pip     This package contains python code for pre-trained deep neural networks
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.
selenium NETWORK pip   Apache 2.0 Python wrapper for Selenium
pyzmq NETWORK wheel   LGPL+BSD python librairies for Omz (pipy distributes the binaries)
sockjs-tornado NETWORK pip     SockJS-tornado is a Python server side counterpart of SockJS-client browser library running on top of Tornado framework.
splinter NETWORK pip   As Is browser abstraction for web acceptance testing
waitress NETWORK pip   ZPL 2.1 Waitress WSGI server
pyxley NETWORK pip     A pure-Python SNMPv1/v2c/v3 library
tornado NETWORK wheel python server, IPython relies on it
pysnmp NETWORK pip     A pure-Python SNMPv1/v2c/v3 library
pyreact NETWORK pip     Python bridge to JSX & the React JavaScript library. (for pyxley)
PyNaCl NETWORK pip     Python binding to the Networking and Cryptography (NaCl) library
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  
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.
flask NETWORK pip   BSD 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.
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
numdifftools OPTIM pip     Solves automatic numerical differentiation problems in one or more variables.
thinc OPTIM wheel   MIT Practical Machine Learning for NLP. Thinc is the machine learning library powering spaCy.
scs OPTIM wheel     Solves convex cone programs via operator splitting.
qutip OPTIM wheel   BSD QuTiP is open-source software for simulating the dynamics of open quantum systems.
pyamg OPTIM wheel     PyAMG is a library of Algebraic Multigrid (AMG) solvers with a convenient Python interface.
lsqfit OPTIM wheel   GPLv3+ Utilities for nonlinear least-squares fits
sfepy OPTIM wheel     Simple Finite Elements in Python
lifelines OPTIM pip   MIT survival analysis
ecos OPTIM wheel     ECOS is a numerical software for solving convex second-order cone programs (SOCPs)
cvxpy OPTIM pip   GNU linear, quadratic optimization, depends on cvxopt
cvxopt OPTIM wheel   GNU GPL version 3 linear, quadratique optimization
CVXcanon OPTIM wheel   ? A low-level library to perform the matrix building step in cvxpy, a convex optimization modeling software.
lmfit OPTIM pip   BSD Least-Squares Minimization with Bounds and Constraints
algopy OPTIM pip     ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation
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-associate ORANGE pip     This module implements FP-growth [1] frequent pattern mining algorithm with bucketing optimization [2] for conditional databases of few items.
Orange3-ImageAnalytics ORANGE pip   GPLv3+ Orange3 add-on for image data mining.
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-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.
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.
gprof2dot PROFILING pip     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.
memory-profiler PROFILING pip   BSD A module for monitoring memory usage of a python program
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.
sphinx_bootstrap_theme SPHINX pip   MIT sphinx theme
sphinx_modern_theme_modified SPHINX pip     sphinx theme
sphinx_py3doc_enhanced_theme SPHINX pip   BSD sphinx theme
sphinx-rtd-theme SPHINX pip   MIT sphinx theme
sphinxcontrib-imagesvg SPHINX pip   BSD support svg in 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-websupport SPHINX pip   BSD wepsupport for Sphinx
sphinx_theme_pd SPHINX pip   MIT sphinx theme
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-redactor-theme SPHINX pip     sphinx theme
sphinxjp.themecore SPHINX pip     A sphinx theme plugin extension.
sphinx-modern-theme SPHINX pip     sphinx theme
sphinx_readable_theme SPHINX pip   MIT sphinx theme
sphinx-ioam-theme SPHINX pip     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
foundation-sphinx-theme SPHINX pip     sphinx theme
guzzle_sphinx_theme SPHINX pip   BSD~MIT sphinx theme
hachibee-sphinx-theme SPHINX pip     sphinx theme
imagesize SPHINX pip   MIT Getting image size from png/jpeg/jpeg2000/gif file
mdn-sphinx-theme SPHINX pip   Mozilla Public License 2.0 (MPL 2.0) A Sphinx theme for the Mozilla Developer Network
pygal_sphinx_directives SPHINX pip   GNU LGPL v3+ Pygal sphinx integration
solar_theme SPHINX pip   BSD~MIT sphinx theme
sphinx-materialdesign-theme SPHINX pip     sphinx theme
sphinx SPHINX pip   BSD documentation generation based on RST
sphinx-better-theme SPHINX pip     sphinx theme
sphinx-bulma-theme SPHINX pip     sphinx theme
sphinx-corlab-theme SPHINX pip   LGPLv3+ sphinx theme
sphinx-gallery SPHINX pip   3-clause BSD gallery for examples
itcase_sphinx_theme SPHINX pip   no license sphinx theme
SQLAlchemy SQL wheel   MIT model SQL queries as objects
sqlparse SQL pip     Non-validating SQL parser
pyodbc SQL wheel     access to protocal ODBC (SQL databases)
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.
pg8000 SQL pip     A Pure-Python PostgreSQL
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).
PyMySQL SQL pip   MIT Pure-Python MySQL Driver
untokenize STYLE pip   Expat License Transforms tokens into original source code (while preserving whitespace).
autopep8 STYLE pip   Expat License apply pep8 on a script
docformatter STYLE pip   Expat License Formats docstrings to follow PEP 257.
flake8 STYLE pip     verify pep8 on a script
mccabe STYLE pip   Expat license This module provides a plugin for flake8, the Python code checker.
pycodestyle STYLE pip   Expat license Python style guide checker
pyflakes STYLE pip     verify pep8 on a script
unify STYLE pip   Expat License Modifies strings to all use the same (single/double) quote where possible.
pyenbc TEACH pip     Helpers for remote work, clusters, hadoop
pyensae TEACH pip   MIT helpers, Hadoop, SQL, financial times series, …
pymmails TEACH pip   MIT read/send emails
pymyinstall TEACH pip   MIT easy installation of modules including Windows
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.
pyrsslocal TEACH pip   MIT RSS readers
teachpyx TEACH pip   MIT materials for teachings
tkinterquickhelper TEACH pip   MIT windows on the top of tkinter
tutormagic TEACH pip     brings PythonTutor in a notebok
pyquickhelper TEACH pip   MIT helpers to generation documentation
mlstatpy TEACH pip   MIT materials for machine learning
jupytalk TEACH pip   MIT materials for presentations
mlinsights TEACH pip     mlinsights implements functions to get insights on machine learned models.
manydataapi TEACH pip     Helpers to access APIs
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.
mlprodict TEACH pip     mlprodict implements a couple of ways to productionize machine learning predictions.
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,
actuariat_python TEACH pip   MIT teachings, insurance examples
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)
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)
networkx VIZ pip   BSD graph libraries, basic drawing
pygal VIZ pip   GNU LGPL v3+ plotting (javascript)
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)
pyproj VIZ wheel   OSI Approved python interface to PROJ4 library for cartographic transformations, needed by cartopy
smopy VIZ pip   BSD OpenStreetMap image tiles in Python
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     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.
wordcloud VIZ wheel   MIT A little word cloud generator in Python.
vincent VIZ pip     plotting
mpl_finance VIZ github     This module consists of code extracted from the deprecated module along with a few examples of usage.
pythreejs VIZ pip   BSD A Python / ThreeJS bridge utilizing the Jupyter widget infrastructure.
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.
bokeh VIZ pip   New BSD interactive graphs, zoomable, javascript
mahotas VIZ wheel     Mahotas: Computer Vision Library
bkcharts VIZ pip     High level chart types built on top of Bokeh
matplotlib VIZ wheel   BSD most used plotting library
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)
cufflinks VIZ pip   MIT Productivity Tools for Plotly + Pandas
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
bqplot VIZ pip   Apache interactive graphs, zoomable, d3.js for notebooks
ete3 VIZ pip   GNU v3 tree visualisation, ete3 does not work with PyQt4 (2017-11).
drawtree VIZ pip   Apache License 2.0 Draw binary tree in plain text
leather VIZ pip     Leather is the Python charting library for those who need charts now and don’t care if they’re perfect.
holoviews VIZ pip   BSD Composable, declarative data structures for building complex visualizations easily.
heatmap VIZ wheel   MIT draw heatmap
lightning-python VIZ pip     Python client for the lightning API
geoviews VIZ pip     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   Copyright (C) 2013, Rob Story 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.
graphviz VIZ pip   MIT wrapper for graphviz (most famous tool to draw graphs
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.
cchardet WEB wheel     Universal encoding detector. This library is faster than chardet.
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.
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
tldextract WEB pip     Accurately separate the TLD from the registered domain and subdomains of a URL, using the Public Suffix List.
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     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   MIT Blosc ( 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 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   GNU LESSER GENERAL PUBLIC LICENSE 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 submit coverage report to codecov
colander   pip     A simple schema-based serialization and deserialization library
colorcet   pip   Creative Commons Attribution 4.0 International Public License (CC-BY) 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.   pip   BSD 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   License 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     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     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   MIT 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 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 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 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     Python utilities to download and parse the MNIST dataset
mock   pip   BSD 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 ( 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     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   Standard PIL License 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.
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     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 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 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.
pymvpa2   wheel   MIT PyMVPA is a Python module intended to ease pattern classification analyses of large datasets.
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     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
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 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
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 (
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
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     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 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     Pretty-print tabular data
tblib   pip   BSD 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 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     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.