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awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

beginner_nlp

A curated list of beginner resources in Natural Language Processing

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

data-science-resources

deep-learning-demo

记录小润学习的深度学习例子，首先是 TensorFlow 和 Keras 框架，之后再补充 Theano/Torch

deep-learning-experiments

Notes and experiments to understand deep learning concepts

deep-learning-papers

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepmind-atari-deep-q-learner

The original code from the DeepMind article + my tweaks

exchange-core

Ultra-fast exchange engine

google-interview-university

A complete daily plan for studying to become a Google software engineer.

jupyterhub

Multi-user server for Jupyter notebooks

keras-rl

Deep Reinforcement Learning for Keras.

lantern

:zap: Open Internet for everyone. Lantern is a free desktop application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including P2P and domain fronting. Lantern relies on users in uncensored regions acting as access points to the open Internet.

learningale

A collection of tools to implement learners in ALE. Tailored toward DQN and it's variants

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

myproject

nvidia-autopilot-tensorflow

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

python_games

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction