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-[Ray](https://github.com/ray-project/ray/) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
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- Stream Processing
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-[faust](https://github.com/robinhood/faust) - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
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-[streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
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## Distribution
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- Mail Servers
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-[modoboa](https://github.com/modoboa/modoboa) - A mail hosting and management platform including a modern Web UI.
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-[salmon](https://github.com/moggers87/salmon) - A Python Mail Server.
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- Clients
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-[imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans.
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-[yagmail](https://github.com/kootenpv/yagmail) - Yet another Gmail/SMTP client.
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_Libraries for programming with hardware._
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-[bleak](https://github.com/hbldh/bleak) - A cross platform Bluetooth Low Energy Client for Python using asyncio.
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-[keyboard](https://github.com/boppreh/keyboard) - Hook and simulate global keyboard events on Windows and Linux.
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-[mouse](https://github.com/boppreh/mouse) - Hook and simulate global mouse events on Windows and Linux.
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-[pynput](https://github.com/moses-palmer/pynput) - A library to control and monitor input devices.
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-[scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library.
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-[python-barcode](https://github.com/WhyNotHugo/python-barcode) - Create barcodes in Python with no extra dependencies.
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-[python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator.
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-[pyvips](https://github.com/libvips/pyvips) - A fast image processing library with low memory needs.
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-[pywal](https://github.com/dylanaraps/pywal) - A tool that generates color schemes from images.
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-[quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees.
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-[scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing.
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-[thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
-[dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
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-[orm](https://github.com/encode/orm) - An async ORM.
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-[peewee](https://github.com/coleifer/peewee) - A small, expressive ORM.
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-[pony](https://github.com/ponyorm/pony/) - ORM that provides a generator-oriented interface to SQL.
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-[pydal](https://github.com/web2py/pydal/) - A pure Python Database Abstraction Layer.
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-[annoy](https://github.com/spotify/annoy) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
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-[fastFM](https://github.com/ibayer/fastFM) - A library for Factorization Machines.
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-[implicit](https://github.com/benfred/implicit) - A fast Python implementation of collaborative filtering for implicit datasets.
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-[libffm](https://github.com/guestwalk/libffm) - A library for Field-aware Factorization Machine (FFM).
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-[lightfm](https://github.com/lyst/lightfm) - A Python implementation of a number of popular recommendation algorithms.
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-[spotlight](https://github.com/maciejkula/spotlight) - Deep recommender models using PyTorch.
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-[Surprise](https://github.com/NicolasHug/Surprise) - A scikit for building and analyzing recommender systems.
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_Libraries for robotics._
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-[PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - This is a compilation of various robotics algorithms with visualizations.
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-[rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System).
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## RPC Servers
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-[pyexcel](https://github.com/pyexcel/pyexcel) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
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-[python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
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-[python-pptx](https://github.com/scanny/python-pptx) - Python library for creating and updating PowerPoint (.pptx) files.
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-[unoconv](https://github.com/unoconv/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice.
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-[XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - A Python module for creating Excel .xlsx files.
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-[xlwings](https://github.com/ZoomerAnalytics/xlwings) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
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-[xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files.
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- PDF
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-[pdfminer.six](https://github.com/pdfminer/pdfminer.six) - Pdfminer.six is a community maintained fork of the original PDFMiner.
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-[pikepdf](https://github.com/pikepdf/pikepdf) - A powerful library for reading and editing PDF files, based on qpdf.
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-[chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector.
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-[difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas.
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-[ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically.
-[Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity.
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-[pangu.py](https://github.com/vinta/pangu.py) - Paranoid text spacing.
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-[pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
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-[hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python.
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-[shortuuid](https://github.com/skorokithakis/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
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- Parser
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-[ply](https://github.com/dabeaz/ply) - Implementation of lex and yacc parsing tools for Python.
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-[pygments](http://pygments.org/) - A generic syntax highlighter.
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-[pyparsing](https://github.com/pyparsing/pyparsing) - A general purpose framework for generating parsers.
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-[python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components.
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-[furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy.
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-[purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation.
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-[pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib.
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-[webargs](https://github.com/marshmallow-code/webargs) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
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