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a-whirlwind-tour-of-python

A Whirlwind Tour of Python (Chinese Translation)

actor_critic

addernet

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

attention

audioowl

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

aurora-sdk-linux

An SDK to develop effects for Nanoleaf Light Panels using features like frequency, beat, or tempo.

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-person-re-identification

Awesome person re-identification

awesome-reinforcement-learning

A curated list of deep RL resources

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

awesome-rl

Reinforcement learning resources curated

bayesiandeeplearning-survey

Bayesian Deep Learning: A Survey

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

beginning_python_source_code

Source codes of the book "Beginning Python From Novice to Professional (Second Edition)"

book-detection-pytorch-notebook

代码 -《深度学习之PyTorch物体检测实战》

book-grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

book-machine_learning

参考了西瓜书，sklearn源码，李航统计学，机器学习实战、机器学习中的数学

book-nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

book-prml-matlab

Matlab code for machine learning algorithms in book PRML

book-prml-python

PRML algorithms implemented in Python

book-probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

book-python-for-data-analysis

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

book-pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)