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hexi519's Projects

a3c_indigo icon a3c_indigo

DRL in Network Congestion Control. Completion of the A3C implementation of Indigo based on the original Indigo codes. Tested on Pantheon.

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeprl-tutorials icon deeprl-tutorials

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

fitlog icon fitlog

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

gitignore icon gitignore

A collection of useful .gitignore templates

indigo icon indigo

Empirically learned congestion control by imitation learning with RNNs

leedeeprl-notes icon leedeeprl-notes

李宏毅《深度强化学习》笔记,在线阅读地址:https://datawhalechina.github.io/leedeeprl-notes/

lstm_rnn_tutorials_with_demo icon lstm_rnn_tutorials_with_demo

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

morl icon morl

Multi-Objective Reinforcement Learning

pcc-rl icon pcc-rl

Reinforcement learning resources for PCC.

pytorch-book icon 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-seq2seq icon pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

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