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Last active March 11, 2019 14:10
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Useful Python Packages

Useful Python Packages

General

Name Description
asyncpg A fast PostgreSQL Database Client Library for Python/asyncio
boltons Useful extensions to the standard library
click Composable command line utility library
envoy Python Subprocesses for Humans
gevent Asynchronous event loop implementation
envoy Python Subprocesses for Humans
laboratory Carefully refactor critical paths for A/B testing
luminol Anomaly Detection and Correlation library
migrate Simple language agnostic database migration tool
paramiko SSH libary
psycopg2 Postgres python libarry
pyrsistent Persistent/Immutable/Functional data structures for Python
records SQL for Humans
requests HTTP for humans
sanic Python 3.5+ web server that's written to go fast
tablib Python Module for Tabular Datasets in XLS, CSV, JSON, YAML
uvloop Ultra fast implementation of asyncio event loop on top of libuv.
uwsgi Powerful wsgi implementation

Web Development

Name Description
flask Flask web framework
flask-activerecord Minimal active record extension based on Flask-SQLAlchemy
flask-apputils Common application utilities for Flask
flask-assets Manage assets in a flask web app
flask-bcrypt Bcrypt extension for flask
flask-cache Caching plugins
flask-debugtoolbar Visualize, performance in debug mode
flask-mail Send out email
flask-sslify Force SSL on your Flask app.
flask-script For creating scripting tasks as commands
flask-sqlalchemy SQLAlchemy extension for flask
itsdangerous Better session implementation for web
slimmer Minify static resource files

Machine Learning

Name Description
vowpal-wabbit Fast out-of-core machine learning system
XGBoost XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable
Keras High-level neural networks API for Deep Learning library
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