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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.

coco-beholder

Emulator for Testing Congestion Control Algorithms in a Dumbbell Network

cocoa-qdisc

CN contact: Maximilian Bachl. Cocoa is a qdisc which maximizes throughput for each flow while keeping the buffer minimal.

deepcc.v1.0

DeepCC: A Deep Reinforcement Learning Plug-in to Boost the performance of your TCP scheme in Cellular Networks!

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeprl

Modularized Implementation of Deep RL Algorithms 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实现改为PyTorch实现。

doing_the_phd

dytrustnet-ijcnn-s07

ijcnn

dytrustnet.ijcnn-s07.github.io

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

gae

Implementation of Graph Auto-Encoders in TensorFlow

genericcc

An interface to program any congestion control protocol for an unreliable connection based protocol sent over UDP. It comes with a clean TrafficGenerator interface that can generate traffic for each of these various protocols. Also supports other congestion control protocols

ilpo

Official implementation of ICML paper Imitating Latent Policies from Observation

indigo

Empirically learned congestion control by imitation learning with RNNs

introrl

Intro to Reinforcement Learning (强化学习纲要）

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

meta-rl

Implementation of Meta-RL A3C algorithm

mian

morl

Multi-Objective Reinforcement Learning

ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

orca

Orca: Towards Mastering Congestion Control In the Internet

pcc-rl

Reinforcement learning resources for PCC.

pcc-vivace

Performance-oriented Congestion Control

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

py-virtnet

Network emulation library for Python. CN contact: Gernot Vormayr

pytorch-book

Source codes for the book "Application of Neural Network and PyTorch"

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rl-notebook

Reinforcement learning (RL) Notebook. including tf-agent.