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awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-tensorlayer

TensorLayer - A curated list of dedicated resources

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

deep_rl_for_swarms

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmind-advanced-deep-learning-and-reinforcement-learning

Advanced Deep Learning and Reinforcement Learning course taught at UCL in partnership with Deepmind

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

dive-into-dl-pytorch

本项目将《动手学深度学习》（Dive into Deep Learning）原书中的MXNet代码实现改为PyTorch实现。

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

evolutionary-algorithm

Evolutionary Algorithm using Python

fleetsim

Event-based Simulation for Electric Vehicle Fleets

fst-pso

A settings-free global optimization method based on PSO and fuzzy logic

ga_in_python

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

machinelearning

Machine Learning in Action学习笔记，一个文件夹代表一个算法，每个文件夹包含算法所需的数据集、源码和图片，图片放在pic文件夹中，数据集放在在Data文件夹内。书中的代码是python2的，有不少错误，这里代码是我用python3写的，且都能直接运行

ml-visuals

Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

modsimpy

Text and supporting code for Modeling and Simulation in Python

nnpso

Training of Neural Network using Particle Swarm Optimization

particle-swarm-optimization-with-python

Learn about particle swarm optimization (PSO) through Python!

practical_rl

A course in reinforcement learning in the wild

pso-for-neural-nets

Particle Swarm Optimizer For Neural Network Training

psokeras

Demonstration of Particle Swarm Optimization as a training algorithm for Keras neural network models as a gradient-free training alternative to backpropagation.

psopy

A SciPy compatible super fast Python implementation for Particle Swarm Optimization.

pyswarms

A research toolkit for particle swarm optimization in Python

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》)

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行