파이썬과 친해지기 (with Anaconda, JupyterLab)

 

파이썬과 친해지려고 공부를 하다보니 파이썬의 친구들이 많이 있네요.

파이썬 개발환경인 아나콘다 (브라질 아마존강에서 서식하는 길이 10미터나 되는 초대형 물뱀)와

쥬피터(Julia, Python, R 언어를 합친 이름이라고 함)에 대해 알아보겠습니다.

 

아나콘다 (ANACONDA)

아나콘다는 데이터 분석을 위하여 파이썬 등 필요한 여러 프로그램들을 쉽게 설치할수 있는 개발도구입니다.

아나콘다 다운로드 페이지에 접속하여  설치파일을 다운로드받아서 설치합니다.

https://www.anaconda.com/download/

 

 

설치된 Anaconda3 폴더의 Anaconda Navigator를 클릭하여 실행합니다.

~\anaconda3\Scripts\anaconda-navigator.exe

Anaconda Navigator 화면에서 여러 소프트웨어가 설치되었음을 확인하고 종료합니다.

 

Anaconda Prompt에서 파이썬 실행하기

윈도우 검색창에서 'Anaconda Prompt'를 검색하여 실행하고, python을 입력합니다.

python을 종료하기 위하여 Ctrl-Z을 클릭합니다.

 

Anaconda Prompt에서 주피터 실행하기

Anaconda Prompt 창에서 jupyter lab을 입력하면 JupyterLab이 웹페이지에서 실행됩니다.

 

Jupyter Notebook을 이용하기 위하여 Launcher에 있는 Notebook의 Python 3 아이콘을 클릭합니다.

 

이제부터 웹페이지에서 JupyterLab을 이용하실 수 있습니다.

 

아나콘다에서 사용 가능한 패키지 목록

https://docs.anaconda.com/free/anaconda/reference/packages/py3.9_win-64/

Packages for 64-bit Windows with Python 3.9

Platform: Windows 64-bit

Python version: 3.9

Number of supported packages: 683

NameVersionSummary / LicenseIn Installer

_ipyw_jlab_nb_ext_conf	0.1.0	A configuration metapackage for enabling Anaconda-bundled jupyter extensions / BSD
_libgcc_mutex	0.1	Mutex for libgcc and libgcc-ng / None
affine	2.3.0	Matrices describing affine transformation of the plane. / BSD-3-Clause
agate	1.7.1	A data analysis library that is optimized for humans instead of machines. / MIT
agate-dbf	0.2.2	agate-dbf adds read support for dbf files to agate. / MIT
agate-excel	0.2.5	agate-excel adds read support for Excel files (xls and xlsx) to agate. / MIT
aiobotocore	2.4.0	Async client for aws services using botocore and aiohttp / Apache-2.0
aiofiles	0.7.0	File support for asyncio / Apache 2.0
aiohttp	3.8.3	Async http client/server framework (asyncio) / Apache-2.0
alabaster	0.7.12	Configurable, Python 2+3 compatible Sphinx theme. / BSD 3-Clause
alembic	1.8.1	A database migration tool for SQLAlchemy. / MIT
anaconda-clean	1.1.1	Delete Anaconda configuration files / BSD-3-Clause
anaconda-navigator	2.4.0	Anaconda Navigator / proprietary - Continuum Analytics, Inc.
anaconda-project	0.11.1	Tool for encapsulating, running, and reproducing data science projects / BSD-3-Clause
ansi2html	1.5.2	Convert text with ANSI color codes to HTML or to LaTeX. / LGPLv3+
ant	1.10.8	Java build tool / Apache 2.0
anyio	3.5.0	High level compatibility layer for multiple asynchronous event loop implementations on Python / MIT
anyqt	0.1.1	PyQt4/PyQt5 compatibility layer. / GPL-3.0-or-later
appdirs	1.4.4	A small Python module for determining appropriate platform-specific dirs. / MIT
apptools	5.1.0	application tools / BSD 3-clause
argcomplete	1.12.3	Bash tab completion for argparse / Apache-2.0
argon2-cffi	21.3.0	The secure Argon2 password hashing algorithm. / MIT
argon2-cffi-bindings	21.2.0	Low-level Python CFFI Bindings for Argon2 / MIT
arrow	1.2.3	Better dates & times for Python / Apache-2.0
astroid	2.14.2	A abstract syntax tree for Python with inference support. / LGPL-2.1-or-later
astropy	5.1	Community-developed Python Library for Astronomy / BSD-3-Clause
asttokens	2.0.5	The asttokens module annotates Python abstract syntax trees (ASTs) with the positions of tokens and text in the source code that generated them. / Apache-2.0
async-timeout	4.0.2	Timeout context manager for asyncio programs / Apache-2.0
asyncpg	0.27.0	A fast PostgreSQL Database Client Library for Python/asyncio. / Apache-2.0
asyncpgsa	0.27.1	A fast PostgreSQL Database Client Library for Python/asyncio. / Apache 2.0
atomicwrites	1.4.0	Atomic file writes / MIT
attrs	22.1.0	attrs is the Python package that will bring back the joy of writing classes by relieving you from the drudgery of implementing object protocols (aka dunder methods). / MIT
automat	20.2.0	self-service finite-state machines for the programmer on the go / MIT
autopep8	1.6.0	A tool that automatically formats Python code to conform to the PEP 8 style guide / MIT
autovizwidget	0.20.0	AutoVizWidget: An Auto-Visualization library for pandas dataframes / BSD-3-Clause
babel	2.11.0	Utilities to internationalize and localize Python applications / BSD-3-Clause
backcall	0.2.0	Specifications for callback functions passed in to an API / BSD-3-Clause
backports.os	0.1.1	Backport of new features in Python's os module / Python Software Foundation
backports.weakref	1.0.post1	Backport of new features in Python's weakref module / Python-2.0
bandersnatch	3.6.0	PyPI mirror client according to PEP 381 / Academic Free License
bcrypt	3.2.0	Modern password hashing for your software and your servers / Apache-2.0
beautifulsoup4	4.11.1	Python library designed for screen-scraping / MIT
binaryornot	0.4.4	Ultra-lightweight pure Python package to check if a file is binary or text. / BSD-3-Clause
biopython	1.78	Collection of freely available tools for computational molecular biology / Biopython License Agreement
bkcharts	0.2	High level chart types built on top of Bokeh / BSD-3-Clause
black	22.6.0	The Uncompromising Code Formatter / MIT
blas	1.0	Linear Algebra PACKage / BSD-3-Clause
bleach	4.1.0	Easy, whitelist-based HTML-sanitizing tool / Apache-2.0
blist	1.3.6	A list-like type with better asymptotic performance and similar performance on small lists / BSD-3-Clause
blosc	1.21.3	A blocking, shuffling and loss-less compression library that can be faster than `memcpy()` / BSD-3-Clause
bokeh	2.4.3	Bokeh is an interactive visualization library for modern web browsers. / BSD-3-Clause
boost	1.73.0	Free peer-reviewed portable C++ source libraries. / BSL-1.0
boto3	1.24.28	Amazon Web Services SDK for Python / Apache-2.0
botocore	1.27.59	Low-level, data-driven core of boto 3. / Apache-2.0
bottlechest	0.7.1	fast NumPy array functions specialized for use in Orange / BSD
bottleneck	1.3.5	Fast NumPy array functions written in Cython. / BSD-2-Clause
brotli	1.0.9	Brotli compression format / MIT
brotli-bin	1.0.9	Brotli compression format / MIT
brotlipy	0.7.0	Python bindings to the Brotli compression library / MIT
bsdiff4	1.1.5	binary diff and patch using the BSDIFF4-format / BSD
btrees	4.6.0	scalable persistent object containers / ZPL 2.1
bz2file	0.98	Read and write bzip2-compressed files. / Apache Software
bzip2	1.0.8	high-quality data compressor / bzip2
ca-certificates	2023.01.10	Certificates for use with other packages. / MPL-2.0
cachecontrol	0.12.11	The httplib2 caching algorithms packaged up for use with requests / Apache-2.0
cached-property	1.5.2	A decorator for caching properties in classes. / BSD-3-Clause
cartopy	0.21.1	A library providing cartographic tools for python / LGPL-3.0-or-later
certifi	2022.12.7	Python package for providing Mozilla's CA Bundle. / MPL-2.0
cffi	1.15.1	Foreign Function Interface for Python calling C code. / MIT
cfitsio	3.470	A library for reading and writing FITS files / Other
chainer	7.8.0	A flexible framework of neural networks / MIT License
chameleon	3.6.2	HTML/XML template engine for Python / Repoze
chardet	4.0.0	Universal character encoding detector / LGPL2
charls	2.2.0	CharLS is a C++ implementation of the JPEG-LS standard for lossless and near-lossless image compression and decompression. JPEG-LS is a low-complexity image compression standard that matches JPEG 2000 compression ratios. / BSD-3-Clause
charset-normalizer	2.0.4	The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. / MIT
cherrypy	18.8.0	Object-Oriented HTTP framework / BSD-3-Clause
chest	0.2.3	Simple on-disk dictionary / BSD 3-Clause
click	8.0.4	Python composable command line interface toolkit / BSD-3-Clause
click-plugins	1.1.1	An extension module for click to enable registering CLI commands via setuptools entry-points / BSD-3-Clause
cligj	0.7.2	Click params for commmand line interfaces to GeoJSON. / BSD 3-Clause
cloudpickle	2.0.0	Extended pickling support for Python objects / BSD-3-Clause
colander	1.7.0	A serialization, deserialization, and validation library / BSD-like
colorama	0.4.6	Cross-platform colored terminal text / BSD-3-Clause
colorcet	3.0.1	Collection of perceptually uniform colormaps / CC-BY-4.0
comm	0.1.2	Python Comm implementation for the Jupyter kernel protocol / BSD-3-Clause
conda	23.1.0	OS-agnostic, system-level binary package and environment manager. / BSD-3-Clause
conda-build	3.23.3	tools for building conda packages / BSD-3-Clause
conda-env	2.6.0	Tools for interacting with conda environments. / BSD 3-Clause
conda-verify	3.4.2	tool for validating conda recipes and conda packages / BSD 3-Clause
configargparse	1.4	A drop-in replacement for argparse that allows options to also be set via config files and/or environment variables. / MIT
configobj	5.0.6	Config file reading, writing and validation. / BSD License
console_shortcut	0.1.1	Anaconda Powershell Prompt / BSD
constantly	15.1.0	Symbolic constants in Python / MIT
constructor	3.4.2	create installer from conda packages / BSD-3-Clause
contextlib2	21.6.0	Backports and enhancements for the contextlib module / PSF-2.0 AND Apache-2.0
contourpy	1.0.5	Python library for calculating contours of 2D quadrilateral grids. / BSD-3-Clause
cookiecutter	1.7.3	A command-line utility that creates projects from cookiecutters (project templates), e.g. creating a Python package project from a Python package project template. / BSD-3-Clause
cornice	6.0.0	build and document Web Services with Pyramid / MPL 2.0
coverage	6.3.2	Code coverage measurement for Python / Apache-2.0
cryptography	39.0.1	Provides cryptographic recipes and primitives to Python developers / (BSD-3-Clause OR Apache-2.0) AND PSF-2.0 AND MIT
cssselect	1.1.0	CSS Selectors for Python / BSD 3-Clause
csvkit	1.0.4	A suite of command-line tools for working with CSV, the king of tabular file formats. / MIT
cubes	1.1	A light-weight Python OLAP framework for data warehouses / MIT
cudatoolkit	11.3.1	CUDA Toolkit - Including CUDA runtime and headers / NVIDIA End User License Agreement
cudnn	8.2.1	NVIDIA's cuDNN deep neural network acceleration library / Proprietary
curl	7.87.0	tool and library for transferring data with URL syntax / curl
cvxcanon	0.1.1	Low-level library to perform the matrix building step in CVXPY / GPL3
cycler	0.11.0	Composable style cycles. / BSD-3-Clause
cytoolz	0.12.0	Cython implementation of Toolz. High performance functional utilities / BSD-3-Clause
daal4py	2023.0.2	A convenient Python API to Intel (R) oneAPI Data Analytics Library / Apache-2.0
dal	2023.0.1	Intel® oneDAL runtime libraries / Intel Simplified Software License
dask	2022.7.0	Parallel PyData with Task Scheduling / BSD-3-Clause
dask-core	2022.7.0	Parallel Python with task scheduling / BSD-3-Clause
dask-glm	0.2.0	Generalized Linear Models in Dask / BSD-3-Clause
dask-ml	2022.5.27	Distributed and parallel machine learning using dask. / BSD-3-Clause
dask-searchcv	0.2.0	Tools for doing hyperparameter search with Scikit-Learn and Dask / BSD-3-Clause
datashader	0.14.4	Data visualization toolchain based on aggregating into a grid / BSD-3-Clause
datashape	0.5.4	A data description language. / BSD 2-Clause
datrie	0.8.2	Super-fast, efficiently stored Trie for Python, uses libdatrie / LGPLv2
db	6.2.32	The Berkeley DB embedded database system. / AGPL-3.0-only
dbf	0.99.1	Pure python package for reading/writing dBase, FoxPro, and Visual FoxPro .dbf files (including memos) / BSD-3-Clause
debugpy	1.5.1	An implementation of the Debug Adapter Protocol for Python / MIT
decorator	5.1.1	Better living through Python with decorators. / BSD-2-Clause
defusedxml	0.7.1	XML bomb protection for Python stdlib modules / PSF 2.0
diff-match-patch	20200713	Diff Match Patch is a high-performance library in multiple languages that manipulates plain text / Apache-2.0
dill	0.3.6	Serialize all of python (almost) / BSD-3-Clause
distlib	0.3.6	Distribution utilities for python / Python-2.0
distributed	2022.7.0	Distributed computing with Dask / BSD-3-Clause
django	4.1	A high-level Python Web framework that encourages rapid development and clean, pragmatic design. / BSD-3-Clause AND PSF-2.0
dnspython	2.2.1	DNS toolkit / ISC
docopt	0.6.2	Pythonic argument parser, that will make you smile / MIT
docstring-to-markdown	0.11	On the fly conversion of Python docstrings to markdown / LGPL-2.1-or-later
docutils	0.18.1	Docutils -- Python Documentation Utilities / LicenseRef-Public-Domain-Dedictation and BSD-2-Clause and LicenseRef-PSF-2.1.1 and GPL-3.0-or-later
dropbox	10.10.0	Official Dropbox API Client / MIT
ecdsa	0.17.0	ECDSA cryptographic signature library (pure python) / MIT
ecos	2.0.12	Python interface for ECOS a lightweight conic solver for second-order cone programming / GPL-3.0-only
elasticsearch	7.13.3	Python client for Elasticsearch / Apache-2.0
elasticsearch-async	6.2.0	Async backend for elasticsearch-py / Apache 2.0
elasticsearch-dsl	7.4.0	Higher-level Python client for Elasticsearch / Apache-2.0
enaml	0.16.0	Declarative DSL for building rich user interfaces in Python / BSD-3-Clause
entrypoints	0.4	Discover and load entry points from installed packages. / MIT License
envisage	6.0.1	extensible application framework / BSD-3-clause
et_xmlfile	1.1.0	An implementation of lxml.xmlfile for the standard library / MIT AND PSF-2.0
executing	0.8.3	Get the currently executing AST node of a frame, and other information / MIT
fastparquet	0.5.0	Python interface to the parquet format / Apache-2.0
feedparser	6.0.8	parse feeds in Python / OSI Approved
filelock	3.9.0	A platform independent file lock. / Unlicense
flake8	6.0.0	Your Tool For Style Guide Enforcement / MIT
flask	2.2.2	A simple framework for building complex web applications. / BSD-3-Clause
flask-cors	3.0.10	A Flask extension adding a decorator for CORS support / MIT
flask-login	0.6.2	User session management for Flask / MIT
flask-socketio	5.3.1	Socket.IO integration for Flask applications / MIT
flask-wtf	1.0.1	Simple integration of Flask and WTForms / BSD-3-Clause
flit-core	3.6.0	Simplified packaging of Python modules / BSD-3-Clause
fonttools	4.25.0	fontTools is a library for manipulating fonts, written in Python. / MIT
freetds	1.3.3	FreeTDS is a free implementation of Sybase's DB-Library, CT-Library, and ODBC libraries / LGPL-2.0 AND GPL-2.0
freetype	2.12.1	A Free, High-Quality, and Portable Font Engine / GPL-2-only and LicenseRef-FreeType
fsspec	2022.11.0	A specification for pythonic filesystems / BSD-3-Clause
fuel	0.2.0	data pipeline framework for machine learning / MIT License
furl	2.1.2	URL manipulation made simple. / PUBLIC-DOMAIN
future	0.18.3	Clean single-source support for Python 3 and 2 / MIT
gensim	4.3.0	Topic Modelling for Humans / LGPL-2.1-only
gevent-websocket	0.10.1	Websocket handler for the gevent pywsgi server, a Python network library / Apache
giflib	5.2.1	Library for reading and writing gif images / MIT
git	2.34.1	distributed version control system / GPL-2.0-or-later and LGPL-2.1-or-later
gitpython	3.1.30	Python Git Library / BSD-3-Clause
glib	2.69.1	Provides core application building blocks for libraries and applications written in C. / LGPL-2.1-or-later
glue-core	1.2.4	Multi-dimensional linked data exploration / BSD-3-Clause
glue-vispy-viewers	1.0.5	3D viewers for Glue / BSD-2-Clause
glueviz	1.2.4	Multi-dimensional linked data exploration / BSD-3-Clause
gmpy2	2.1.2	GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x / LGPL-3.0-or-later
graphviz	2.50.0	Open Source graph visualization software. / EPL-1.0
greenlet	2.0.1	Lightweight in-process concurrent programming / MIT
gridmap	0.14.0	Map Python functions onto a cluster using a grid engine / GPL3
gsl	2.7.1	GNU Scientific Library / GPL-3.0-or-later
gst-plugins-base	1.18.5	GStreamer Base Plug-ins / GPL2
gstreamer	1.18.5	Library for constructing graphs of media-handling components / LGPL 2
h2o	3.18.0.2	hadoop-centric machine learning (core java package) /
h5py	3.7.0	Read and write HDF5 files from Python / BSD-3-Clause
hdf5	1.10.6	HDF5 is a data model, library, and file format for storing and managing data / HDF5
hdijupyterutils	0.20.0	Project with useful classes/methods for all projects created by the HDInsight team at Microsoft around Jupyter / BSD-3-Clause
heapdict	1.0.1	A heap with decrease-key and increase-key operations / BSD 3-Clause
holoviews	1.15.4	Stop plotting your data - annotate your data and let it visualize itself. / BSD-3-Clause
html5lib	1.1	HTML parser based on the WHATWG HTML specification / MIT
huggingface_hub	0.10.1	Client library to download and publish models, datasets and other repos on the huggingface.co hub / Apache-2.0
humanize	3.10.0	Python humanize utilities / MIT
hvplot	0.8.2	A high-level plotting API for the PyData ecosystem built on HoloViews / BSD-3-Clause
hyperlink	21.0.0	Immutable, Pythonic, correct URLs. / MIT
hypothesis	6.29.3	A library for property based testing / MPL-2.0
ibis-framework	0.14.0	Productivity-centric Python Big Data Framework / Apache 2.0
icc_rt	2022.1.0	Intel runtime libraries for C, C++ and Fortran compilers / Intel proprietary
icu	58.2	International Components for Unicode. / MIT
idna	3.4	Internationalized Domain Names in Applications (IDNA). / BSD-3-Clause
imagecodecs	2021.8.26	Image transformation, compression, and decompression codecs / BSD-3-Clause
imageio	2.26.0	A Python library for reading and writing image data / BSD-2-Clause
imagesize	1.4.1	Getting image size from png/jpeg/jpeg2000/gif file / MIT
imbalanced-learn	0.10.1	Python module to balance data set using under- and over-sampling / MIT
importlib-metadata	4.11.3	A library to access the metadata for a Python package. / Apache-2.0
importlib_metadata	4.11.3	A library to access the metadata for a Python package. / Apache-2.0
importlib_resources	5.2.0	Backport of Python 3.7's standard library `importlib.resources` / Apache-2.0
impyla	0.16.3	Python client for the Impala distributed query engine / Apache-2.0
incremental	21.3.0	Incremental is a small library that versions your Python projects. / MIT
inflection	0.5.1	A port of Ruby on Rails inflector to Python / MIT
iniconfig	1.1.1	iniconfig: brain-dead simple config-ini parsing / MIT
intake	0.6.7	Data load and catalog system / BSD-2-Clause
intel-openmp	2021.4.0	Math library for Intel and compatible processors / LicenseRef-ProprietaryIntel
intervaltree	3.1.0	Editable interval tree data structure for Python 2 and 3 / Apache-2.0
ipykernel	6.19.2	IPython Kernel for Jupyter / BSD-3-Clause
ipyparallel	8.4.1	Interactive Parallel Computing with IPython / BSD-3-Clause
ipython	8.10.0	IPython: Productive Interactive Computing / BSD-3-Clause
ipython_genutils	0.2.0	vestigial utilities from IPython / BSD 3-Clause
ipywidgets	7.6.5	Jupyter Interactive Widgets / BSD-3-Clause
iso8601	1.0.2	Simple module to parse ISO 8601 dates / MIT
isort	5.9.3	A Python utility / library to sort Python imports. / MIT
itemadapter	0.3.0	Common interface for different data containers / BSD-3-Clause
itemloaders	1.0.4	Collect data from HTML and XML sources / BSD-3-Clause
itsdangerous	2.0.1	Various helpers to pass trusted data to untrusted environments. / BSD-3-Clause
jasper	2.0.14	A reference implementation of the codec specified in the JPEG-2000 Part-1 standard. / JasPer 2.0
jedi	0.18.1	An autocompletion tool for Python that can be used for text editors. / MIT
jellyfish	0.9.0	a library for doing approximate and phonetic matching of strings. / BSD-2-Clause
jinja2	3.1.2	A very fast and expressive template engine. / BSD-3-Clause
jinja2-time	0.2.0	Jinja2 Extension for Dates and Times / MIT
jmespath	0.10.0	Query language for JSON / MIT
joblib	1.1.1	Lightweight pipelining: using Python functions as pipeline jobs. / BSD-3-Clause
jpeg	9e	read/write jpeg COM, EXIF, IPTC medata / IJG
jq	1.6	A command-line JSON processor. / MIT
json5	0.9.6	A Python implementation of the JSON5 data format / Apache-2.0
jsonschema	4.17.3	An implementation of JSON Schema validation for Python / MIT
jupyter	1.0.0	Jupyter metapackage. Install all the Jupyter components in one go. / BSD-3-Clause
jupyter_client	7.3.4	Jupyter protocol implementation and client libraries. / BSD-3-Clause
jupyter_console	6.6.2	Jupyter terminal console / BSD-3-Clause
jupyter_core	5.2.0	Core common functionality of Jupyter projects. / BSD-3-Clause
jupyter_server	1.23.4	Jupyter Server / BSD-3-Clause
jupyterlab	3.5.3	JupyterLab PRE-ALPHA / BSD-3-Clause
jupyterlab_launcher	0.13.1	A Launcher for JupyterLab based applications. / BSD 3-Clause
jupyterlab_pygments	0.1.2	Pygments syntax coloring scheme making use of the JupyterLab CSS variables / BSD-3-Clause
jupyterlab_server	2.19.0	A set of server components for JupyterLab and JupyterLab like applications. / BSD-3-Clause
jupyterlab_widgets	1.0.0	JupyterLab extension providing HTML widgets / BSD-3-Clause
jxrlib	1.1	jxrlib - JPEG XR Library by Microsoft, built from Debian hosted sources. / BSD-2-Clause
kealib	1.5.0	The KEA format provides an implementation of the GDAL specification within the the HDF5 file format. / MIT
keyring	23.4.0	Store and access your passwords safely / MIT
kiwisolver	1.4.4	An efficient C++ implementation of the Cassowary constraint solver / BSD-3-Clause
krb5	1.19.4	A network authentication protocol. / MIT
lancet	0.9.0	Launch jobs, organize the output, and dissect the results. / BSD-3-Clause
lazy-object-proxy	1.6.0	A fast and thorough lazy object proxy / BSD-2-Clause
lcms2	2.12	Open Source Color Management Engine / MIT
ldap3	2.9.1	A strictly RFC 4510 conforming LDAP V3 pure Python client library / LGPL-3.0
lerc	3.0	LERC - Limited Error Raster Compression / Apache-2.0
libaec	1.0.4	Adaptive Entropy Coding library / BSD-2-Clause
libarchive	3.6.2	Multi-format archive and compression library / BSD-2-Clause
libboost	1.73.0	Free peer-reviewed portable C++ source libraries. / BSL-1.0
libbrotlicommon	1.0.9	Brotli compression format / MIT
libbrotlidec	1.0.9	Brotli compression format / MIT
libbrotlienc	1.0.9	Brotli compression format / MIT
libclang	12.0.0	Development headers and libraries for Clang / Apache-2.0 WITH LLVM-exception
libcurl	7.87.0	tool and library for transferring data with URL syntax / curl
libdeflate	1.17	libdeflate is a library for fast, whole-buffer DEFLATE-based compression and decompression. / MIT
libffi	3.4.2	A Portable Foreign Function Interface Library / MIT
libgdal	3.6.2	The Geospatial Data Abstraction Library (GDAL) / MIT
libgpuarray	0.7.6	Library to manipulate arrays on GPU / ISC
libiconv	1.16	Provides iconv for systems which don't have one (or that cannot convert from/to Unicode.) / GPL-3.0-or-later
libllvm9	9.0.1	Development headers and libraries for LLVM / Apache-2.0 WITH LLVM-exception
libnetcdf	4.8.1	Libraries and data formats that support array-oriented scientific data. / BSD-3-Clause
libogg	1.3.5	OGG media container / BSD-3-Clause
libpng	1.6.39	PNG reference library / Zlib
libprotobuf	3.20.3	Protocol Buffers - Google's data interchange format. C++ Libraries and protoc, the protobuf compiler. / BSD-3-Clause
libsodium	1.0.18	A modern and easy-to-use crypto library. / ISC
libspatialindex	1.9.3	Extensible framework for robust spatial indexing / MIT
libssh2	1.10.0	the SSH library / BSD-3-Clause
libtiff	4.5.0	Support for the Tag Image File Format (TIFF). / HPND
libuv	1.44.2	Cross-platform asynchronous I/O / MIT
libvorbis	1.3.7	Vorbis audio format / BSD-3-Clause
libwebp	1.2.4	WebP image library / BSD-3-Clause
libwebp-base	1.2.4	WebP image library / BSD-3-Clause
libxgboost	1.7.3	Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow / Apache-2.0
libxml2	2.9.14	The XML C parser and toolkit of Gnome / MIT
libxslt	1.1.35	The XSLT C library developed for the GNOME project / MIT
libzopfli	1.0.3	A compression library programmed in C to perform very good, but slow, deflate or zlib compression. / Apache-2.0
line_profiler	3.3.1	Line-by-line profiling for Python / BSD
llvmlite	0.39.1	A lightweight LLVM python binding for writing JIT compilers. / BSD-2-Clause
locket	1.0.0	File-based locks for Python for Linux and Windows / BSD-2-Clause
lockfile	0.12.2	Platform-independent file locking module / MIT
luigi	3.0.3	Workflow mgmgt + task scheduling + dependency resolution. / Apache-2.0
lxml	4.9.1	Pythonic binding for the C libraries libxml2 and libxslt. / BSD-3-Clause and GPL-2.0-only and ZPL-2.0 and LicenseRef-ElementTree
lz4	3.1.3	LZ4 Bindings for Python / BSD-3-Clause
lz4-c	1.9.4	Extremely Fast Compression algorithm / BSD-2-Clause
lzo	2.10	LZO is a portable lossless data compression library written in ANSI C. / GPL v2+
m2w64-gcc-libgfortran	5.3.0	GNU Compiler Collection (libgfortran) for MinGW-w64 / GPL, LGPL, FDL, custom
m2w64-gcc-libs-core	5.3.0	GNU Compiler Collection (core libraries) for MinGW-w64 / GPL3+, partial:GCCRLE, partial:LGPL2+
m2w64-libwinpthread-git	5.0.0.4634.697f757	MinGW-w64 winpthreads library / MIT, BSD
mako	1.2.3	A super-fast templating language that borrows the best ideas from the existing templating languages. / MIT
markdown	3.4.1	Python implementation of Markdown. / BSD-3-Clause
markdown2	2.4.0	fast and complete Python implementation of Markdown / MIT
markupsafe	2.1.1	Safely add untrusted strings to HTML/XML markup. / BSD-3-Clause
matplotlib	3.7.0	Publication quality figures in Python / LicenseRef-PSF-based
matplotlib-base	3.7.0	Publication quality figures in Python / LicenseRef-PSF-based
matplotlib-inline	0.1.6	Inline Matplotlib backend for Jupyter / BSD-3-Clause
mccabe	0.7.0	McCabe complexity checker for Python / MIT
mdp	3.5	A Python data processing framework. / BSD
meld3	2.0.0	An HTML/XML templating engine / BSD-derived
memory_profiler	0.58.0	A module for monitoring memory usage of a python program / BSD 3-Clause
menuinst	1.4.19	cross platform install of menu items / BSD-3-Clause
mistune	0.8.4	A sane Markdown parser with useful plugins and renderers. / BSD-3-Clause
mkl	2021.4.0	Math library for Intel and compatible processors / LicenseRef-ProprietaryIntel
mkl-devel	2023.0.0	Metapackage of MKL headers and libraries for developing software that uses MKL / LicenseRef-ProprietaryIntel
mkl-include	2023.0.0	MKL headers for developing software that uses MKL / LicenseRef-ProprietaryIntel
mkl-service	2.4.0	Python hooks for Intel(R) Math Kernel Library runtime control settings. / BSD-3-Clause
mkl_fft	1.3.1	NumPy-based implementation of Fast Fourier Transform using Intel (R) Math Kernel Library. / BSD 3-Clause
mkl_random	1.2.2	Intel (R) MKL-powered package for sampling from common probability distributions into NumPy arrays. / BSD-3-Clause
mock	4.0.3	A library for testing in Python / BSD-2-Clause
mongodb	4.0.3	A next-gen database that lets you do things you could never do before / SSPL-1.0
morfessor	2.0.6	Library for unsupervised and semi-supervised morphological segmentation / BSD 2-Clause
mpc	1.1.0	A C library for the arithmetic of complex numbers with arbitrarily high precision. / LGPL-3-or-later
mpfr	4.0.2	The MPFR library is a C library for multiple-precision floating-point computations with correct rounding. / LGPL-3.0-only
mpi4py	3.1.4	Python bindings for MPI / BSD-2-Clause
mpir	3.0.0	Multiple Precision Integers and Rationals. / LGPL 3
mpld3	0.5.7	D3 Viewer for Matplotlib. / BSD-3-Clause
mpmath	1.2.1	Python library for arbitrary-precision floating-point arithmetic / BSD 3-Clause
msgpack-python	1.0.3	MessagePack (de)serializer / Apache-2.0
msys2-conda-epoch	20160418	/
multidict	6.0.2	The multidict implementation / Apache-2.0
multipledispatch	0.6.0	Multiple dispatch in Python / BSD 3-Clause
munch	2.5.0	A dot-accessible dictionary (a la JavaScript objects) / MIT
munkres	1.1.4	The Munkres module provides an O(n^3) implementation of the Munkres algorithm (also called the Hungarian algorithm or the Kuhn-Munkres algorithm). / Apache-2.0
mypy	0.981	Optional static typing for Python / MIT
mypy_extensions	0.4.3	Experimental type system extensions for programs checked with the mypy typechecker. / MIT
natsort	7.1.1	Sort lists naturally / MIT
navigator-updater	0.3.0	Anaconda Navigator Updater / proprietary - Continuum Analytics, Inc.
nb_anacondacloud	1.4.0	Interact with Anaconda Cloud / BSD-3-Clause
nb_conda_kernels	2.3.1	Launch Jupyter kernels for any installed conda environment / BSD 3-Clause
nbclassic	0.5.2	Jupyter Notebook as a Jupyter Server Extension. / BSD-3-Clause
nbclient	0.5.13	A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. / BSD-3-Clause
nbconvert	6.5.4	Converting Jupyter Notebooks / BSD-3-Clause
nbformat	5.7.0	The Jupyter Notebook format / BSD-3-Clause
neo4j-python-driver	4.4.0	Database connector for Neo4j graph database / Apache-2.0
nest-asyncio	1.5.6	Patch asyncio to allow nested event loops / BSD-2-Clause
netcdf4	1.6.2	netcdf4-python is a Python interface to the netCDF C library. / MIT
networkx	2.8.4	Python package for creating and manipulating complex networks / BSD-3-Clause
ninja	1.10.2	A small build system with a focus on speed / Apache-2.0
ninja-base	1.10.2	A small build system with a focus on speed / Apache-2.0
nltk	3.7	Natural Language Toolkit / Apache-2.0
nodejs	16.13.1	a platform for easily building fast, scalable network applications / MIT
nose-parameterized	0.6.0	Parameterized testing with any Python test framework. / BSD-2-Clause
notebook	6.5.2	Jupyter Notebook / BSD-3-Clause
notebook-shim	0.2.2	A shim layer for notebook traits and config / BSD-3-Clause
nsis	3.08	A professional open source system to create Windows installers / zlib-acknowledgement AND bzip2-1.0.6 AND CPL-1.0 AND LGPL-2.1-or-later
numba	0.56.4	NumPy aware dynamic Python compiler using LLVM / BSD-2-Clause
numexpr	2.8.4	Fast numerical expression evaluator for NumPy. / MIT
numpy	1.23.5	Array processing for numbers, strings, records, and objects. / BSD-3-Clause
numpy-base	1.23.5	Array processing for numbers, strings, records, and objects. / BSD-3-Clause
numpydoc	1.5.0	Sphinx extension to support docstrings in Numpy format / BSD-3-Clause
odo	0.5.1	Data migration in Python / BSD-3-Clause
olefile	0.46	parse, read and write Microsoft OLE2 files / BSD 2-Clause
opencv	4.6.0	Computer vision and machine learning software library. / Apache-2.0
openjdk	11.0.13	The JetBrains Runtime OpenJDK build. / GPL-2.0-only
openjpeg	2.4.0	An open-source JPEG 2000 codec written in C / BSD 2-Clause
openpyxl	3.0.10	A Python library to read/write Excel 2010 xlsx/xlsm files / MIT
openssl	1.1.1t	OpenSSL is an open-source implementation of the SSL and TLS protocols / OpenSSL
opentracing	2.4.0	OpenTracing API for Python. / MIT
opentracing_instrumentation	3.3.1	Tracing Instrumentation using OpenTracing API (http://opentracing.io) / MIT
orange3	3.32.0	data visualization and data analysis tool / GPL-3.0-or-later
packaging	22.0	Core utilities for Python packages / Apache-2.0 or BSD-2-Clause
pandas	1.5.3	High-performance, easy-to-use data structures and data analysis tools. / BSD-3-Clause
pandas-datareader	0.10.0	Up to date remote data access for pandas, works for multiple versions of pandas / BSD-3
pandas-profiling	3.6.3	Generate profile report for pandas DataFrame / MIT
pandasql	0.7.3	Sqldf for pandas / BSD
pandocfilters	1.5.0	A python module for writing pandoc filters / BSD-3-Clause
panel	0.14.3	A high-level app and dashboarding solution for Python / BSD-3-Clause
param	1.12.3	Param: Make your Python code clearer and more reliable by declaring Parameters / BSD-3-Clause
paramiko	2.8.1	SSH2 protocol library / LGPL-2.1-or-later
parsedatetime	2.4	Parse human-readable date/time text. / Apache 2.0
parsel	1.6.0	library to extract data from HTML and XML using XPath and CSS selectors / BSD-3-Clause
parso	0.8.3	A Python Parser / MIT
partd	1.2.0	Appendable key-value storage / BSD-3-Clause
passlib	1.7.4	comprehensive password hashing framework supporting over 30 schemes / BSD 3-Clause
pathlib	1.0.1	Object-oriented filesystem paths / MIT
pathspec	0.10.3	Utility library for gitignore style pattern matching of file paths. / MPL-2.0
pathtools	0.1.2	Path utilities for Python. / MIT
patsy	0.5.3	Describing statistical models in Python using symbolic formulas / BSD-2-Clause AND PSF-2.0
pcre	8.45	Regular expression pattern matching using the same syntax and semantics as Perl 5. / BSD 3-Clause
pep8	1.7.1	Python style guide checker / MIT
perl	5.32.1.1	The Perl programming language interpreter. / GPL-1.0-or-later OR Artistic-1.0-Perl
pexpect	4.8.0	Pexpect makes Python a better tool for controlling other applications. / ISC
pickleshare	0.7.5	Tiny 'shelve'-like database with concurrency support / MIT
pillow	9.4.0	Pillow is the friendly PIL fork by Alex Clark and Contributors / LicenseRef-PIL
pip	22.3.1	PyPA recommended tool for installing Python packages / MIT
pivottablejs	0.9.0	PivotTable.js integration for Jupyter/IPython Notebook / MIT License
plac	1.3.4	The smartest command line arguments parser in the world / BSD-2-Clause
platformdirs	2.5.2	A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". / MIT
plotly	5.9.0	An interactive JavaScript-based visualization library for Python / MIT
pluggy	1.0.0	Plugin registration and hook calling for Python / MIT
ply	3.11	Python Lex-Yacc / BSD 3-clause
pomegranate	0.14.4	Pomegranate is a graphical models library for Python, implemented in Cython for speed. / MIT
pooch	1.4.0	A friend to fetch your data files / BSD-3-Clause
portaudio	19.6.0	A cross platform, open-source, audio I/O library / MIT
portend	2.7.1	TCP port monitoring utilities / MIT
portpicker	1.3.1	A library to choose unique available network ports. / Apache License 2.0
powershell_shortcut	0.0.1	Anaconda Powershell Prompt / BSD
poyo	0.5.0	A lightweight YAML Parser for Python / MIT
progress	1.5	Easy progress reporting for Python / ISC
proj4	5.2.0	Cartographic projection software. / MIT
prometheus_client	0.14.1	Python client for the Prometheus monitoring system / Apache-2.0
prompt-toolkit	3.0.36	Library for building powerful interactive command lines in Python / BSD-3-Clause
prompt_toolkit	3.0.36	Library for building powerful interactive command lines in Python / BSD-3-Clause
protego	0.1.16	A pure-Python robots.txt parser with support for modern conventions / BSD 3-Clauses
protobuf	3.20.3	Protocol Buffers - Google's data interchange format. / BSD-3-Clause
psutil	5.9.0	A cross-platform process and system utilities module for Python / BSD-3-Clause
psycopg2	2.9.3	PostgreSQL database adapter for Python / LGPL-3.0-or-later
ptyprocess	0.7.0	Run a subprocess in a pseudo terminal / ISC
pure_eval	0.2.2	Safely evaluate AST nodes without side effects / MIT
py	1.11.0	library with cross-python path, ini-parsing, io, code, log facilities / MIT
py-boost	1.73.0	Free peer-reviewed portable C++ source libraries. / BSL-1.0
py-xgboost	1.7.3	Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow / Apache-2.0
py4j	0.10.9.3	Enables Python programs to dynamically access arbitrary Java objects / BSD-3-Clause
pyasn1	0.4.8	ASN.1 types and codecs / BSD 2-Clause
pyasn1-modules	0.2.8	A collection of ASN.1-based protocols modules. / BSD 2-Clause
pycodestyle	2.10.0	Python style guide checker / MIT
pycparser	2.21	Complete C99 parser in pure Python / BSD-3-clause
pycrypto	2.6.1	Cryptographic modules for Python. / Public Domain
pyct	0.5.0	python package common tasks for users (e.g. copy examples, fetch data, ...) / BSD-3-Clause
pycurl	7.45.1	A Python Interface To The cURL library / LGPL-2.1-only, MIT
pydispatcher	2.0.5	Multi-producer-multi-consumer signal dispatching mechanism / BSD-3-Clause
pydocstyle	6.3.0	Python docstring style checker (formerly pep257) / MIT
pydot	1.4.2	Python interface to Graphviz's Dot / MIT
pydotplus	2.0.2	Python interface to Graphviz's Dot language / MIT
pyemd	0.5.1	A Python wrapper for the Earth Mover's Distance. / MIT
pyerfa	2.0.0	Python bindings for ERFA routines / BSD-3-Clause
pyflakes	3.0.1	Pyflakes analyzes programs and detects various errors. / MIT
pygments	2.11.2	Pygments is a generic syntax highlighter suitable for use in code hosting, forums, wikis or other applications that need to prettify source code. / BSD-2-Clause
pygpu	0.7.6	Library to manipulate arrays on GPU / ISC
pyhamcrest	2.0.2	Hamcrest framework for matcher objects / BSD 3-Clause
pyjwt	2.4.0	JSON Web Token implementation in Python / MIT
pylint	2.16.2	python code static checker / GPL-2.0-or-later
pylint-venv	2.3.0	pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments. / MIT
pyls-spyder	0.4.0	Spyder extensions for the python-lsp-server / MIT
pymc3	3.11.4	Probabilistic Programming in Python / Apache-2.0
pymongo	3.12.0	Python driver for MongoDB http://www.mongodb.org / Apache-2.0
pympler	0.9	Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. / Apache-2
pymssql	2.2.5	DB-API interface to Microsoft SQL Server for Python. (new Cython-based version) / LGPL-2.1-only
pymysql	1.0.2	Pure Python MySQL Driver / MIT
pynacl	1.5.0	PyNaCl is a Python binding to the Networking and Cryptography library, a crypto library with the stated goal of improving usability, security and speed. / Apache-2.0
pyodbc	4.0.34	DB API Module for ODBC / MIT-0
pyopengl	3.1.1a1	Standard OpenGL bindings for Python / BSD-like
pyopenssl	23.0.0	Python wrapper module around the OpenSSL library / Apache-2.0
pyparsing	3.0.9	Create and execute simple grammars / MIT
pyprof2calltree	1.4.4	Help visualize profiling data from cProfile with qcachegrind / MIT
pyproj	3.4.1	Python interface to PROJ library / MIT
pyqt	5.15.7	Python bindings for the Qt cross platform application toolkit / GPL-3.0-only
pyqt5-sip	12.11.0	Python bindings for the Qt cross platform application toolkit / GPL-3.0-only
pyqtgraph	0.13.1	Scientific Graphics and GUI Library for Python / MIT
pyqtwebengine	5.15.7	Python bindings for the Qt cross platform application toolkit / GPL-3.0-only
pyquery	1.4.3	A jquery-like library for python / BSD 3-Clause
pyreadline	2.1	A python implmementation of GNU readline. / BSD 3-Clause
pyrsistent	0.18.0	Persistent/Functional/Immutable data structures / MIT
pysal	2.3.0	Library of spatial analysis functions / BSD-3-Clause
pyserial	3.5	Python serial port access library / BSD-3-Clause
pyshp	2.1.3	Pure Python read/write support for ESRI Shapefile format / MIT
pysmi	0.3.4	SNMP SMI/MIB Parser / BSD 2-Clause
pysocks	1.7.1	A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information. / BSD 3-Clause
pyspark	3.2.1	Apache Spark Python API / Apache-2.0
pytables	3.7.0	Brings together Python, HDF5 and NumPy to easily handle large amounts of data. / BSD-3-Clause
pytest	7.1.2	Simple and powerful testing with Python. / MIT
pytest-arraydiff	0.3	pytest plugin to help with comparing array output from tests / BSD
pytest-astropy	0.10.0	Meta-package containing dependencies for testing Astropy / BSD-3-Clause
pytest-astropy-header	0.1.2	Pytest plugin to add diagnostic information to the header of the test output / BSD 3-Clause
pytest-asyncio	0.18.2	Pytest support for asyncio / Apache-2.0
pytest-cache	1.0	pytest plugin with mechanisms for caching across test runs / MIT
pytest-cov	3.0.0	Pytest plugin for measuring coverage / MIT
pytest-doctestplus	0.11.1	Pytest plugin with advanced doctest features. / BSD-3-Clause
pytest-mock	3.10.0	Thin-wrapper around the mock package for easier use with py.test / MIT
pytest-openfiles	0.5.0	Pytest plugin for detecting inadvertent open file handles / BSD-3-Clause
pytest-pep8	1.0.6	py.test plugin for efficiently checking PEP8 compliance / MIT
pytest-remotedata	0.3.2	Pytest plugin for controlling remote data access / BSD
pytest-runner	6.0.0	Invoke py.test as distutils command with dependency resolution. / MIT
pytest-timeout	1.4.2	This is a plugin which will terminate tests after a certain timeout. / MIT
pytest-xdist	2.5.0	py.test xdist plugin for distributed testing and loop-on-failing modes / MIT
python	3.9.16	General purpose programming language / PSF-2.0
python-blosc	1.10.6	A Python wrapper for the extremely fast Blosc compression library / BSD-3-Clause
python-dateutil	2.8.2	Extensions to the standard Python datetime module. / BSD-3-Clause and Apache
python-editor	1.0.4	Programmatically open an editor, capture the result. / Apache 2.0
python-engineio	4.1.0	Engine.IO server / MIT
python-fastjsonschema	2.16.2	Fastest Python implementation of JSON schema / BSD-3-Clause
python-leveldb	0.201	Python bindings for leveldb database library / BSD 3-Clause
python-lmdb	1.4.0	Universal Python binding for the LMDB 'Lightning' Database / OLDAP-2.8
python-lsp-black	1.2.1	Black plugin for the Python LSP Server / MIT
python-lsp-jsonrpc	1.0.0	A Python 3.6+ server implementation of the JSON RPC 2.0 protocol. / MIT
python-lsp-server	1.7.1	An implementation of the Language Server Protocol for Python / MIT
python-memcached	1.59	Pure python memcached client / PSF 2.0
python-rapidjson	1.5	Python wrapper around rapidjson / MIT
python-slugify	5.0.2	A Python Slugify application that handles Unicode / MIT
python-snappy	0.6.1	Python library for the snappy compression library from Google / BSD-3-Clause
python-socketio	5.3.0	Socket.IO server / MIT
python-utils	3.3.3	Python Utils is a collection of small Python functions and classes which make common patterns shorter and easier. / BSD-3-Clause
pytoolconfig	1.2.5	Python tool configuration / LGPL-3.0-or-later
pytorch	1.12.1	PyTorch is an optimized tensor library for deep learning using GPUs and CPUs. / BSD-3-Clause
pytz	2022.7	World timezone definitions, modern and historical. / MIT
pyviz_comms	2.0.2	Bidirectional communication for PyViz / BSD-3-Clause
pywavelets	1.4.1	Discrete Wavelet Transforms in Python / MIT
pywget	3.2	Pure Python download utility / Public-Domain
pywin32	305	Python extensions for Windows / HPND AND BSD-3-Clause AND LGPL-2.1-or-later AND MIT
pywin32-ctypes	0.2.0	A limited subset of pywin32 re-implemented using ctypes (or cffi) / BSD 3 Clause
pywinpty	2.0.10	Pseudoterminals for Windows in Python / MIT
pyyaml	6.0	YAML parser and emitter for Python / MIT
pyzmq	23.2.0	Python bindings for zeromq / BSD-3-Clause AND LGPL-3.0-or-later
qcachegrind	0.7.4	A profiling data visualizer / GPLv2
qdarkstyle	3.0.2	A dark stylesheet for Qt applications (Qt4, Qt5, PySide, PyQt4, PyQt5, QtPy, PyQtGraph). / MIT
qgrid	1.1.1	Pandas DataFrame viewer for Jupyter Notebook / Apache 2.0
qstylizer	0.2.2	Qt stylesheet generation utility for PyQt/PySide / MIT
qt-main	5.15.2	Qt is a cross-platform application and UI framework. / LGPL-3.0-only
qt-webengine	5.15.9	Qt is a cross-platform application and UI framework. / LGPL-3.0-only
qtawesome	1.2.2	Iconic fonts in PyQt and PySide applications / MIT
qtconsole	5.4.0	Jupyter Qt Console / BSD-3-Clause
qtpy	2.2.0	Abtraction layer for PyQt5/PyQt4/PySide / MIT
qtwebkit	5.212	WebKit is one of the major engine to render webpages and execute JavaScript code / LGPL-2.1-only
quandl	3.6.1	Source for financial, economic, and alternative datasets. / MIT
queuelib	1.5.0	Collection of persistent (disk-based) queues / BSD
regex	2022.7.9	Alternative regular expression module, to replace re / Apache-2.0
reportlab	3.6.12	The Reportlab Toolkit / BSD-3-Clause
repoze.lru	0.7	A tiny LRU cache implementation and decorator / BSD
requests	2.28.1	Requests is an elegant and simple HTTP library for Python, built with ♥. / Apache-2.0
requests-file	1.5.1	file transport adapter for Requests / Apache
requests-ftp	0.3.1	An FTP transport adapter for use with the Python Requests library / Apache-2
requests-kerberos	0.14.0	A Kerberos authentication handler for python-requests / ISC
responses	0.13.3	A utility library for mocking out the `requests` Python library. / Apache 2.0
ripgrep	13.0.0	ripgrep is a line-oriented search tool that recursively searches the current directory for a regex pattern. / MIT AND Unlicense
rope	1.7.0	A python refactoring library / LGPL-3.0-or-later
routes	2.5.1	Routing Recognition and Generation Tools / MIT
rtree	1.0.1	R-Tree spatial index for Python GIS / MIT
ruamel_yaml	0.17.21	A patched copy of ruamel.yaml. / MIT
runipy	0.1.5	Run IPython notebooks from the command line / BSD 2-Clause
s3fs	2022.11.0	Convenient Filesystem interface over S3 / BSD-3-Clause
sas7bdat	2.2.3	sas7bdat file reader for Python / MIT
saspy	3.7.2	A Python interface module to the SAS System / Apache 2.0
scandir	1.10.0	scandir, a better directory iterator and faster os.walk() / BSD 3-Clause
scikit-image	0.19.3	Image processing in Python. / BSD-3-Clause
scikit-learn	1.2.1	A set of python modules for machine learning and data mining / BSD-3-Clause
scikit-learn-intelex	2023.0.2	Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application. / Apache-2.0 AND BSD-2-Clause AND BSD-3-Clause AND MIT
scikit-rf	0.18.1	Object Oriented Microwave Engineering. / BSD-3-Clause
scipy	1.10.0	Scientific Library for Python / BSD-3-Clause
scons	4.1.0.post1	Open Source next-generation build tool. / MIT
scrapy	2.8.0	A high-level Python Screen Scraping framework / BSD-3-Clause
seaborn	0.12.2	Statistical data visualization / BSD-3-Clause
semantic_version	2.8.5	A library implementing the 'SemVer' scheme. / BSD
send2trash	1.8.0	Python library to natively send files to Trash (or Recycle bin) on all platforms. / BSD-3-Clause
service_identity	18.1.0	Service identity verification for pyOpenSSL. / MIT
setuptools	65.6.3	Download, build, install, upgrade, and uninstall Python packages / MIT
setuptools_scm	7.0.4	The blessed package to manage your versions by scm tags / MIT
simplejson	3.17.6	Simple, fast, extensible JSON encoder/decoder for Python / MIT
sip	6.6.2	A Python bindings generator for C/C++ libraries / GPL-3.0-only
six	1.16.0	Python 2 and 3 compatibility utilities / MIT
smart_open	5.2.1	Python library for efficient streaming of large files / MIT
smmap2	3.0.1	A pure python implementation of a sliding window memory map manager / BSD 3-Clause
snakeviz	2.0.1	Web-based viewer for Python profiler output / BSD
snappy	1.1.9	A fast compressor/decompressor / BSD-3-clause AND CC-BY-3.0 AND MIT AND CC-BY AND Public Domain
sniffio	1.2.0	Sniff out which async library your code is running under / Apache-2.0
snowballstemmer	2.2.0	Snowball stemming library collection for Python / BSD-3-Clause
snuggs	1.4.7	Snuggs are s-expressions for NumPy / MIT
sockjs-tornado	1.0.6	SockJS python server implementation on top of Tornado framework / MIT
sortedcontainers	2.4.0	Python Sorted Container Types: SortedList, SortedDict, and SortedSet / Apache-2.0
soupsieve	2.3.2.post1	A modern CSS selector implementation for BeautifulSoup / MIT
sparkmagic	0.20.0	Jupyter magics and kernels for working with remote Spark clusters / BSD-3-Clause
sphinx	5.0.2	Sphinx is a tool that makes it easy to create intelligent and beautiful documentation / BSD-2-Clause
sphinx_rtd_theme	0.4.3	ReadTheDocs.org theme for Sphinx, 2013 version. / MIT
sphinxcontrib	1.0	Python namespace for sphinxcontrib / BSD
sphinxcontrib-applehelp	1.0.2	sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books / BSD-2-Clause
sphinxcontrib-devhelp	1.0.2	sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document / BSD-2-Clause
sphinxcontrib-htmlhelp	2.0.0	sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files. / BSD-2-Clause
sphinxcontrib-jsmath	1.0.1	A sphinx extension which renders display math in HTML via JavaScript / BSD-2-Clause
sphinxcontrib-qthelp	1.0.3	sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document / BSD-2-Clause
sphinxcontrib-serializinghtml	1.1.5	sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). / BSD-2-Clause
sputnik	0.9.3	Sputnik: a data package manager library / MIT
spyder	5.4.1	The Scientific Python Development Environment / MIT
spyder-kernels	2.4.1	Jupyter kernels for Spyder's console / MIT
sqlalchemy	1.4.39	Database Abstraction Library. / MIT
sqlalchemy-utils	0.37.8	Various utility functions for SQLAlchemy / BSD-3-Clause
sqlite	3.40.1	Implements a self-contained, zero-configuration, SQL database engine / blessing
sqlparse	0.4.3	A non-validating SQL parser module for Python. / BSD-3-Clause
stack_data	0.2.0	Extract data from python stack frames and tracebacks for informative displays / MIT
statsmodels	0.13.5	Statistical computations and models for use with SciPy / BSD-3-Clause
streamz	0.6.3	Manage streaming data, optionally with Dask and Pandas / BSD-3-Clause
stripe	2.49.0	Stripe python bindings / MIT
suds-jurko	0.6	Lightweight SOAP client (Jurko's fork). / LGPL-3.0
svn	1.10.2	Intuitive Subversion wrapper / Apache Software License V.2
swig	4.0.2	C/C++ parser code generator / GPL 3
sympy	1.11.1	Python library for symbolic mathematics / BSD-3-Clause AND MIT
tabpy-client	0.2	Python client library to manage Tableau Python Server. / MIT
tabpy-server	0.2	Web server Tableau uses to run Python scripts. / MIT
tabulate	0.8.10	Pretty-print tabular data in Python, a library and a command-line utility. / MIT
tbb	2021.7.0	High level abstract threading library / Apache-2.0
tbb4py	2021.7.0	TBB module for Python / Apache-2.0
tblib	1.7.0	Traceback serialization library. / BSD 2-Clause
tempita	0.5.3dev	A small templating language / MIT
tenacity	8.0.1	Retry a flaky function whenever an exception occurs until it works / Apache-2.0
tensorflow	2.10.0	TensorFlow is a machine learning library. / Apache-2.0
tensorflow-base	2.10.0	TensorFlow is a machine learning library, base package contains only tensorflow. / Apache-2.0
tensorflow-gpu	2.6.0	Metapackage for selecting a TensorFlow variant. / Apache 2.0
teradata	15.10.0.21	Script powerful interactions with Teradata Database / MIT
termcolor	2.1.0	ANSII Color formatting for output in terminal. / MIT
terminado	0.17.1	Terminals served by tornado websockets / BSD-2-Clause
text-unidecode	1.3	The most basic Text::Unidecode port / Artistic
textdistance	4.2.1	TextDistance – python library for comparing distance between two or more sequences by many algorithms. / MIT
the_silver_searcher	2.2.0	A code searching tool similar to ack, with a focus on speed. / Apache-2.0
theano	1.0.5	Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs. / BSD-3-Clause
threadpoolctl	2.2.0	Python helpers to control the threadpools of native libraries / BSD 3-Clause
three-merge	0.1.1	Simple Python library to perform a 3-way merge between strings / MIT
thrift	0.17.0	Python bindings for the Apache Thrift RPC system / Apache-2.0
thriftpy	0.3.9	Pure python implementation of Apache Thrift. / MIT
tifffile	2021.7.2	Read and write image data from and to TIFF files. / BSD-3-Clause
tinycss2	1.2.1	Low-level CSS parser for Python / BSD-3-Clause
tk	8.6.12	A dynamic programming language with GUI support. Bundles Tcl and Tk. / Tcl/Tk
tldextract	3.2.0	Accurately separate the TLD from the registered domain andsubdomains of a URL, using the Public Suffix List. / BSD-3-Clause
tokenizers	0.11.4	Fast State-of-the-Art Tokenizers optimized for Research and Production / Apache-2.0
toml	0.10.2	Python lib for TOML. / MIT
tomli	2.0.1	A simple TOML parser / MIT
tomlkit	0.11.1	Style preserving TOML library / MIT
toolz	0.12.0	List processing tools and functional utilities / BSD-3-Clause
torchvision	0.13.1	Image and video datasets and models for torch deep learning / BSD-3-Clause
tornado	6.1	A Python web framework and asynchronous networking library, originally developed at FriendFeed. / Apache-2.0
tornado-json	1.3.4	A simple JSON API framework based on Tornado / MIT
tqdm	4.64.1	A Fast, Extensible Progress Meter / MPL-2.0 AND MIT
traceback2	1.4.0	Backports of the traceback module / PSF 2.0
traitlets	5.7.1	Configuration system for Python applications / BSD-3-Clause
traits	6.2.0	traits - explicitly typed attributes for Python / BSD 3-clause
traitsui	7.2.1	TraitsUI - Traits-capable windowing framework / BSD-3-Clause
transaction	3.0.1	Transaction management for Python / ZPL 2.1
transformers	4.24.0	State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow / Apache-2.0
translationstring	1.3	Utility library for i18n / BSD
twisted	22.2.0	An asynchronous networking framework written in Python / MIT
twisted-iocpsupport	1.0.2	An extension for use in the twisted I/O Completion Ports reactor. / MIT
typing	3.10.0.0	Type Hints for Python - backport for Python<3.5 / PSF
typing-extensions	4.4.0	Backported and Experimental Type Hints for Python / PSF-2.0
typing_extensions	4.4.0	Backported and Experimental Type Hints for Python / PSF-2.0
tzdata	2022g	The Time Zone Database (called tz, tzdb or zoneinfo) / CC-PDDC OR BSD-3-Clause
ujson	5.4.0	Ultra fast JSON decoder and encoder written in C with Python bindings / BSD-3-Clause
unidecode	1.2.0	ASCII transliterations of Unicode text / GPL-2.0-or-later
urllib3	1.26.14	HTTP library with thread-safe connection pooling, file post, and more. / MIT
vc	14.2	A meta-package to impose mutual exclusivity among software built with different VS versions / Modified BSD License (3-clause)
vcversioner	2.16.0.0	Take version numbers from version control. / ISC
venusian	1.2.0	A library for deferring decorator actions / BSD
virtualenv	20.17.1	Virtual Python Environment builder / MIT
vispy	0.12.1	High performance interactive 2D/3D data visualization. / BSD-3-Clause
visvis	1.13.0	An object oriented approach to visualization of 1D to 4D data / BSD 3-Clause
vs2015_runtime	14.27.29016	MSVC runtimes associated with cl.exe version 19.27.29111 (VS 2019 update 5) /
w3lib	1.21.0	Library of web-related functions / BSD
waitress	2.0.0	Production-quality pure-Python WSGI server / ZPL-2.0
watchdog	2.1.6	Filesystem events monitoring / Apache-2.0
wcwidth	0.2.5	Measures number of Terminal column cells of wide-character codes. / MIT
webencodings	0.5.1	Character encoding aliases for legacy web content / BSD 3-Clause
webob	1.8.7	WSGI request and response object / MIT
websocket-client	0.58.0	WebSocket client for python. hybi13 is supported. / BSD-3-Clause
webtest	2.0.33	helper to test WSGI applications / MIT
werkzeug	2.2.2	The comprehensive WSGI web application library. / BSD-3-Clause
whatthepatch	1.0.2	What The Patch!? is a library for both parsing and applying patch files / MIT
wheel	0.38.4	A built-package format for Python. / MIT
whoosh	2.7.4	Whoosh is a fast, featureful full-text indexing and searching library implemented in pure Python / BSD 2-Clause
widgetsnbextension	3.5.2	Interactive Widgets for Jupyter / BSD-3-Clause
win_inet_pton	1.1.0	Native inet_pton and inet_ntop implementation for Python on Windows (with ctypes). / PUBLIC-DOMAIN
wincertstore	0.2	Python module to extract CA and CRL certs from Windows' cert store (ctypes based). / PSF 2
winkerberos	0.7.0	High level interface to SSPI for Kerberos client auth / Apache-2.0
winpty	0.4.3	Winpty provides an interface similar to a Unix pty-master for communicating with Windows console programs. / MIT
workerpool	0.9.4	Module for distributing jobs to a pool of worker threads / MIT
wrapt	1.14.1	Module for decorators, wrappers and monkey patching / BSD-2-Clause
ws4py	0.5.1	WebSocket client and server library for Python 2, 3, and PyPy / BSD 3-Clause
wsgiproxy2	0.4.6	A WSGI Proxy with various http client backends / MIT
wtforms	2.3.3	A flexible forms validation and rendering library for Python / BSD-3-Clause
xarray	2022.11.0	N-D labeled arrays and datasets in Python. / Apache-2.0
xerces-c	3.2.4	Xerces-C++ is a validating XML parser written in a portable subset of C++. / Apache-2.0
xlutils	2.0.0	Utilities for working with Excel files that require both xlrd and xlwt / MIT
xlwings	0.29.1	Interact with Excel from Python and vice versa / BSD-3-Clause
xz	5.2.10	Data compression software with high compression ratio / LGPL-2.1-or-later and GPL-2.0-or-later
yaml	0.2.5	A C library for parsing and emitting YAML / MIT
yapf	0.31.0	A formatter for Python files / Apache 2.0
yarl	1.8.1	Yet another URL library / Apache-2.0
zeromq	4.3.4	A high-performance asynchronous messaging library. / LGPL-3.0-or-later
zfp	0.5.5	Library for compressed numerical arrays that support high throughput read and write random access / BSD-3-Clause
zict	2.1.0	Composable Dictionary Classes / BSD-3-Clause
zipp	3.11.0	A pathlib-compatible Zipfile object wrapper / MIT
zlib	1.2.13	Massively spiffy yet delicately unobtrusive compression library / Zlib
zope	1.0	web application server / BSD
zope.deprecation	4.4.0	Zope Deprecation Infrastructure / ZPL 2.1
zope.interface	5.4.0	Interfaces for Python / ZPL-2.1
zope.sqlalchemy	1.1	Minimal Zope/SQLAlchemy transaction integration / ZPL 2.1
zstd	1.5.2	Zstandard - Fast real-time compression algorithm / BSD-3-Clause AND GPL-2.0-or-later