All modules listed by pymyinstall

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

<<<

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

>>>

usage	name	kind	version	license	purpose
BTrees	ALGO	wheel			This package contains a set of persistent object containers built around a modified BTree data structure.
datrie	ALGO	wheel		LGPL v2.1	Fast, efficiently stored Trie for Python.
boto3	AWS	pip		Apache License 2.0	A Python interface to Amazon Web Services
botocore	AWS	pip		Apache License 2.0	A low-level interface to a growing number of Amazon Web Services. The botocore package is the foundation for the AWS CLI as well as boto3.
s3fs	AWS	pip			Convenient Filesystem interface over S3
s3transfer	AWS	pip		Apache License 2.0	An Amazon S3 Transfer Manager
azure_mgmt_iothubprovisioningservices	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_iotcentral	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_hanaonazure	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_eventhub	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_eventgrid	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_devspaces	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_datamigration	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_cosmosdb	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_containerservice	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_billing	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_consumption	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_loganalytics	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_batchai	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_applicationinsights	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_advisor	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_loganalytics	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_eventgrid	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_cosmosdb_table	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_containerinstance	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_machinelearningcompute	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_maps	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_managementpartner	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_storage_queue	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_storage_file	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_storage_common	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_storage_blob	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_subscription	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_signalr	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_servicefabric	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_servicebus	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_servermanager	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_search	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_reservations	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_relay	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_recoveryservicesbackup	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_recoveryservices	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_policyinsights	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_msi	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_media	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_marketplaceordering	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_cosmosdb_nspkg	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_managementgroups	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_applicationinsights	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure_mgmt_datafactory	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure-storage	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-devtestlabs	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-datalake-store	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-datalake-nspkg	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-datalake-analytics	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-containerregistry	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-compute	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-common	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-commerce	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-cognitiveservices	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-cdn	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-batch	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-authorization	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-storage-nspkg	AZURE	pip			Python wrapper for Azure API (HDInsight, Blog Storage)
azure-graphrbac	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-datalake-store	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-common	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-batch	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-dns	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-documentdb	AZURE	pip		MIT	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-keyvault	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-mgmt-keyvault	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-servicemanagement-legacy	AZURE	pip		Apache License 2.0	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-servicefabric	AZURE	pip		MIT License	Python wrapper for Azure API (HDInsight, Blog Storage)
azure-servicebus	AZURE	pip		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 https://docs.microsoft.com/en-us/cognitive-toolkit/setup-windows-python
cytoolz	DATA/ML	wheel		BSD	Cython implementation of Toolz: High performance functional utilities
dask	DATA/ML	pip		BSD	parallization of operations with dataframe
edward	DATA/ML	pip		MIT	Edward is a Python library for probabilistic modeling, inference, and criticism
fasttext	DATA/ML	wheel		BSD 3-Clause License	fastText is a library for efficient learning of word representations and sentence classification.
fbprophet	DATA/ML	pip		BSD	Prophet is a procedure for forecasting time series data. It is based on an additive model where non-linear trends are fit with yearly and weekly seasonality, plus holidays. It works best with daily periodicity data with at least one year of historical data. Prophet is robust to missing data, shifts in the trend, and large outliers.
glueviz	DATA/ML	pip		BSD	ploting, Multidimensional data visualzation across files
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 www.pygame.org on Linux)
kivy-garden	GUI	pip		MIT	Garden tool for kivy flowers.
Kivy	GUI	wheel		MIT	GUI, interface for games, mobile (use sudo apt-get install python3-kivy on Linux)
flexx	GUI	pip			Flexx is a pure Python toolkit for creating graphical user interfaces (GUI’s), that uses web technology for its rendering. Apps are written purely in Python; Flexx’ transpiler generates the necessary JavaScript on the fly.
pyglet	GUI	pip			a cross-platform windowing and multimedia library for Python
python-mpd2	IoT	pip		LGPL	A Python MPD client library
python-nest	IoT	pip		Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License	Python API and command line tool for talking to the Nest™ Thermostat
VarEvents	IoT	pip			Python module to create variables that can raise custom events.
python-verisure	IoT	github			A python module for reading and changing status of verisure devices through mypages.
pyusb	IoT	pip			Python USB access module
sleekxmpp	IoT	pip			SleekXMPP is an elegant Python library for XMPP (aka Jabber, Google Talk, etc).
tellcore-py	IoT	pip			Python wrapper for Telldus’ home automation library
temperusb	IoT	pip		GNU GENERAL PUBLIC LICENSE	Reads temperature from TEMPerV1 devices (USB 0c45:7401)
transmissionrpc	IoT	pip			Python module that implements the Transmission bittorent client RPC protocol.
python-forecastio	IoT	pip			A thin Python Wrapper for the Forecast.io weather API
pywemo	IoT	pip			Access WeMo switches using their SOAP API
pyserial	IoT	pip			Python Serial Port Extension
python-pushover	IoT	pip			Comprehensive bindings and command line utility for the Pushover notification service
PyMata	IoT	pip		GPLv3+	A Python Protocol Abstraction Library For Arduino Firmata
pynetgear	IoT	pip			Access Netgear routers using their SOAP API
blockchain	IoT	pip			Blockchain API library (v1)
hikvision	IoT	pip		MIT	Provides a python interface to interact with a hikvision camera
homeassistant	IoT	pip			Home Assistant is a home automation platform running on Python 3. The goal of Home Assistant is to be able to track and control all devices at home and offer a platform for automating control.
ledcontroller	IoT	pip			Controller library for limitlessled/easybulb/milight Wi-Fi LEDs
dnspython3	IoT	pip			A DNS toolkit for Python 3.x
paho-mqtt	IoT	pip			MQTT version 3.1/3.1.1 client class
phue	IoT	pip			A Philips Hue Python library
pushbullet.py	IoT	pip			A simple python client for pushbullet.com
pyedimax	IoT	github			Pyedimax is a python library for interfacing with the Edimax Smart Plug switches SP-1101W and SP-2101W
PyISY	IoT	pip			Python module to talk to ISY994 from UDI.
netdisco	IoT	pip			Discover devices on your local network
notebook	JUPYTER	pip		BSD	Jupyter notebooks, new in Jupyter 4.0
metakernel	JUPYTER	pip		BSD	more magic commands for Jupyter
nbbrowserpdf	JUPYTER	pip			LaTeX-free PDF generation from Jupyter Notebooks
nbconvert	JUPYTER	pip		BSD	IPython, notebooks conversion, new in Jupyter 4.0
nbformat	JUPYTER	pip		BSD	IPython, notebooks conversion, new in Jupyter 4.0
nbpresent	JUPYTER	pip		BSD-3-Clause	Next generation slides from Jupyter Notebooks
nbsphinx	JUPYTER	pip			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.
path.py	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 ‘collections.abc’ module
entrypoints	JUPYTER	pip		MIT	Discover and load entry points from installed packages.
ghost.py	JUPYTER	pip			ghost.py is a webkit web client written in python
importlib-metadata	JUPYTER	pip			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		http://www.apache.org/licenses/LICENSE-2.0	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, lesenfantscodaient.fr
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 https://jswhit.github.io/pyproj, 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 matplotlib.finance 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 (http://blosc.org) is a high performance compressor optimized for binary data.
blz		wheel		BSD	blz: a compressed data container
boto		pip		MIT	Amazon Web Services Library
Bottleneck		wheel		Simplified BSD	Fast NumPy array functions written in Cython, needed by la
brewer2mpl		pip		MIT	Connect colorbrewer2.org color maps to Python and matplotlib
Brotli		wheel			Brotli is a generic-purpose lossless compression algorithm that compresses data using a combination of a modern variant of the LZ77 algorithm, Huffman coding and 2nd order context modeling, with a compression ratio comparable to the best currently available general-purpose compression methods. It is similar in speed with deflate but offers more dense compression.
brythonmagic		pip		MIT	Magics to use brython in Jupyter notebook.
bz2file		pip		Apache License, Version 2.0	process bz2 files
CacheControl		pip		Apache Software License	httplib2 caching for requests
cached_property		pip		BSD	A decorator for caching properties in classes (for luigi)
cachetools		pip		MIT	Extensible memoizing collections and decorators
cairocffi		wheel2		BSD	cairocffi is a CFFI-based drop-in replacement for Pycairo, a set of Python bindings and object-oriented API for cairo
cairosvg		pip		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		http://www.apache.org/licenses/LICENSE-2.0	submit coverage report to codecov
colander		pip			A simple schema-based serialization and deserialization library
colorcet		pip		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.
db.py		pip		BSD	db.py is an easier way to interact with your databases. It makes it easier to explore tables, columns, views, etc. It puts the emphasis on user interaction, information display, and providing easy to use helper functions.
dbf		pip			access DBase format
dbfread		pip		MIT	access DBase format
deap		pip		LGPL	deep learning
decorator		pip		new BSD License	Better living through Python with decorators
defusedxml		pip		PSFL	XML bomb protection for Python stdlib modules
depinfo		pip			A utility Python package intended for other library packages. Provides a function that when called with your package name, will print platform and dependency information.
deprecation		pip			A library to handle automated deprecations
descartes		pip		BSD	Use Shapely or GeoJSON-like geometric objects as matplotlib paths and patches
dialite		pip			for flexx
dill		pip		3-clause BSD	serialize all of python (almost), Dill extends python’s pickle module for serializing and de-serializing python objects to the majority of the built-in python types.
discretize		wheel			A python package for finite volume discretization.
django		pip			Django
django-audiotracks		pip		MIT	read audio with django
django-celery		pip		BSD	localshop dependency, Old django celery integration project.
django-configurations		pip		BSD	localshop dependency, A helper for organizing Django settings.
django-environ		pip		MIT	localshop dependency, Django-environ allows you to utilize 12factor inspired environment variables to configure your Django application.
django-guardian		pip		BSD	localshop dependency, Implementation of per object permissions for Django 1.2 or later.
django-model-utils		pip		BSD	localshop dependency, Django model mixins and utilities.
django-storages		pip		BSD	localshop dependency, django-storages is a collection of custom storage backends for Django.
django-userena		pip		BSD	localshop dependency, Accounts for Django made beautifully simple
django-uuidfield		pip		~BSD	localshop dependency, UUIDField in Django
docopt		pip			Pythonic argument parser, that will make you smile
docx2txt		pip		MIT	A pure python-based utility to extract text and images from docx files.
dominate		pip		GNU Lesser General Public License (LGPL)	Dominate is a Python library for creating and manipulating HTML documents using an elegant DOM API.
duecredit		pip			Publications (and donations) tracer
dukpy		pip		MIT	DukPy is a simple javascript interpreter for Python built on top of duktape engine without any external dependency. It comes with a bunch of common transpilers built-in for convenience.
dynd		wheel		BSD	DyND-Python, a component of the Blaze project, is the Python exposure of the DyND dynamic multi-dimensional array library.
easy-thumbnails		pip		BSD	Easy thumbnails for Django
easydev		pip		new BSD	Common utilities to ease the development of Python packages
ecdsa		pip			ECDSA cryptographic signature library (pure python)
elasticsearch		pip		Apache License 2.0	Python client for Elasticsearch
emcee		pip			Kick ass affine-invariant ensemble MCMC sampling
empyrical		pip			empyrical is a Python library with performance and risk statistics commonly used in quantitative finance
envoy		pip		~MIT	Simple API for running external processes.
ephem		pip			for fbprophet
et_xmlfile		pip		MIT	et_xmlfile is a low memory library for creating large XML files (for openpyxl).
expressions		pip			Arithmetic expression parser library. Embed customized expression evaluation into your application or library.
fabric		pip		BSD	Fabric is a Python library and command-line tool for streamlining the use of SSH for application deployment or systems administration tasks.
Fabric3		pip		BSD	Fabric is a simple, Pythonic tool for remote execution and deployment (py2.7/py3.4+ compatible fork)
fast-histogram		wheel2		BSD	Mizani is a scales package for graphics. It is written in Python and is based on Hadley Wickham’s Scales.
fastcache		wheel			C implementation of Python 3 lru_cache for Python.
fasteners		pip		ASL 2.0	A python package that provides useful locks.
fastparquet		wheel		Apache License 2.0	fastparquet is a python implementation of the parquet format, aiming integrate into python-based big data work-flows.
fastrlock		wheel			Fast, re-entrant optimistic lock implemented in Cython (cupy)
fbpca		pip			Functions for principal component analysis (PCA) and accuracy checks.
feedparser		pip		~BSD - 2 clauses	parse RSS streams
filelock		pip		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 https://github.com/cmderdev/cmder/issues/490 for missing api-ms-win-crt-runtime-l1-1-0.dll
lml		pip		New BSD	lml seamlessly finds the lml based plugins from your current python environment but loads your plugins on demand. It is designed to support plugins that have external dependencies, especially bulky and/or memory hungry ones. lml provides the plugin management system only and the plugin interface is on your shoulder.
locket		pip		BSD	File-based locks for Python for Linux and Windows
lockfile		pip		MIT	Platform-independent file locking module
Logbook		wheel			A logging replacement for Python
logutils		pip			Logging utilities
lru_dict		pip			An Dict like LRU container.
lunardate		pip			for fbprophet
lxml		wheel		BSD	xml parsers (C++)
lz4		wheel		BSD	LZ4 Bindings for Python (for dpark)
m2r		pip			M2R converts a markdown file including reStructuredText (rst) markups to a valid rst format.
macropy3		pip		MIT	MacroPy is an implementation of Syntactic Macros in the Python Programming Language. MacroPy provides a mechanism for user-defined functions (macros) to perform transformations on the abstract syntax tree (AST) of a Python program at import time. This is an easy way to enhance the semantics of a Python program in ways which are otherwise impossible, for example providing an extremely concise way of declaring classes.
Mako		pip		MIT	templating
mammoth		pip		BSD	Convert Word documents from docx to simple and clean HTML and Markdown
marisa_trie		wheel		MIT	Static memory-efficient & fast Trie-like structures for Python (based on marisa-trie C++ library)
markdown		pip		BSD License	markdown parser (for bokeh)
markdown2		pip			markdown parser
markupsafe		pip		BSD	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 (http://opensource.org/licenses/MIT)	Multi key dictionary implementation
multidict		pip			Multidicts are useful for working with HTTP headers, URL query args etc.
multimethods		pip		MIT	A multimethod implementation, loosely based on Guido’s initial ‘Five-minute Multimethods in Python.
multipledispatch		pip		BSD	A relatively sane approach to multiple dispatch in Python.
multiprocess		wheel			better multiprocessing and multithreading in python
munch		pip		MIT	A dot-accessible dictionary (a la JavaScript objects).
murmurhash		pip		MIT	Cython .pxd files for some of the MurmurHash 2 and 3 hash functions, with a slightly more Pythonic API. The only access to these functions is via Cython — I don’t see why they should be useful from pure Python.
mutagen		pip		GPL-2.0-or-later	read and write audio tags for many formats in Python 3
mutagenx		pip			read and write audio tags for many formats in Python 3
mypy		pip			Mypy is an experimental optional static type checker for Python that aims to combine the benefits of dynamic (or ‘duck’) typing and static typing.
mypy_extensions		pip			for mypy
natgrid		wheel			Python interface to NCAR natgrid library (for matplotlib)
natsort		pip		MIT	Sort lists naturally
nbdime		pip		BSD	Comparison of notebooks
ndg-httpsclient		pip			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 setup.py test support for pytest runner.
python-daemon		pip			Library to implement a well-behaved Unix daemon process (for luigi)
python-dateutil		pip		Dual License	helpers to manipulate dates
python-docx		pip			read/write Word document
python-editor		pip			Programmatically open an editor, capture the result.
python-gmaps		pip		BSD	Google Maps API client http://python-gmaps.readthedocs.org
python-jenkins		pip		BSD	interact with Jenkins
python-magic		pip			File type identification using libmagic
python-mimeparse		pip		MIT	A module provides basic functions for parsing mime-type names and matching them against a list of media-ranges. (falcon)
python-nmap		pip			This is a python class to use nmap and access scan results from python3
python-pptx		pip		The MIT License (MIT)	read/write PowerPoint presentation
python-utils		pip			Python Utils is a module with some convenient utilities not included with the standard Python install
python-wink		pip			Python implementation of the Wink API
python-xlib		pip			Python X Library
python3-linkedin		pip		MIT	Python Interface to the LinkedIn API
python_Levenshtein		wheel			C implementation of Levenshtein distance.
python_oauth2		pip			for jupyterhup
pythonnet		wheel		MIT	Python binding for C#
pythonqwt		pip		MIT	Qt plotting widgets (Spyder)
pytils		pip			Russian-specific string utils (for selection, weblib)
pytool		pip			A collection of tools for Python
pytools		pip		MIT	A collection of tools for Python
pytube		pip		MIT	play with youtube videos
pytz		pip		MIT	World timezone definitions, modern and historical
pyuserinput		pip			A simple, cross-platform module for mouse and keyboard control
pywinpty		wheel			Python bindings for the winpty pseudo terminal library. It allows to create and communicate with Windows processes that print outputs and recieve inputs via console input and output pipes.
PyYAML		wheel		MIT	YAML parser and emitter for Python
QtAwesome		pip			QtAwesome enables iconic fonts such as Font Awesome and Elusive Icons in PyQt and PySide applications.
Quandl		pip		MIT	access Quandl API
queuelib		pip		BSD	Collection of persistent (disk-based) queues
recommonmark		pip		MIT	For pymc3???
recordclass		wheel			A mutable variant of collections.namedtuple, which supports assignments.
redis		pip			Python client for Redis key-value store
regex		wheel		Python Software Foundation License	Alternative regular expression module, to replace re.
reportlab		wheel		BSD license (see license.txt for details), Copyright (c) 2000-2018, ReportLab Inc.	This is the ReportLab PDF Toolkit. It allows rapid creation of rich PDF documents, and also creation of charts in a variety of bitmap and vector formats.
requests		pip		Apache 2.0	human interface for http
requests-cache		pip			Persistent cache for requests library
requests-file		pip		Apache 2.0	File transport adapter for Requests
requests-ftp		pip		Apache 2.0	FTP Transport Adapter for Requests
requests-oauthlib		pip		ISC	OAuthlib authentication support for Requests.
responses		pip			A utility library for mocking out the requests Python library.
retrying		pip		Apache 2.0	Retrying is an Apache 2.0 licensed general-purpose retrying library, written in Python, to simplify the task of adding retry behavior to just about anything.
rope_py3k		pip		GPL=OpenBSD	refactoring library
rsa		pip		ASL 2	Pure-Python RSA implementation
ruamel.yaml		pip			ruamel.yaml is a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order
rx		pip			Reactive Extensions (Rx) for Python (LINQ)
sas7bdat		pip			read/write SAS format
scikit-fusion		pip		GPLv3	A Python module for data fusion built on top of factorized models.
scikit-image		wheel		Modified BSD	scikit-image is a collection of algorithms for image processing.
secretstorage		pip		BSD 3-Clause License	This module provides a way for securely storing passwords and other secrets.
selection		pip			API to extract data from HTML and XML documents. (for grab)
semantic_version		pip		BSD	A library implementing the ‘SemVer’ scheme.
semver		pip			Python helper for Semantic Versioning (http://semver.org/)
Send2Trash		pip		BSD License	Send file to trash natively under Mac OS X, Windows and Linux.
serverfiles		pip			An utility that accesses files on a HTTP server and stores them locally for reuse.
service_identity		pip		MIT	Service identity verification for pyOpenSSL.
setproctitle		wheel		BSD	A Python module to customize the process title
setuptools-git		pip		BSD	This is a plugin for setuptools that enables git integration. Once installed, Setuptools can be told to include in a package distribution all the files tracked by git. This is an alternative to explicit inclusion specifications with MANIFEST.in.
Shapely		wheel		BSD	Manipulation and analysis of geometric objects in the Cartesian plane.
shiboken2		pip			for PySide
simhash		pip		MIT	A Python implementation of Simhash Algorithm
simplejson		wheel			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.