xioaxiao005 Goto Github PK

30min_guides

覃健祥的学习笔记，各种几十分钟入门的文档

a-reinforcement-learning-algorithm-for-service-function-chain-sfc-mapping

simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper

algorithms

Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....

attention-learn-to-route

Attention based model for learning to solve different routing problems

awesome-ml4co

awesome-rl

Reinforcement learning resources curated

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

chinese-independent-blogs

中文独立博客列表

cnsm-vne-simulator

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

deep-learning-with-python

《Python深度学习》书籍代码

deeplearningtutorial

深度学习代码

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

dongminlee94.github.io

Github page

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gcn

Implementation of Graph Convolutional Networks in TensorFlow

geminilight.github.io

My hexo blog

girls-in-ai

免费学代码系列：小白python入门、数据分析data analyst、机器学习machine learning、深度学习deep learning、kaggle实战

github-chinese-top-charts

:cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

half_tael_dqn

A (very amateur) foreign exchange trading bot utilizing CNN + DQN.

hands-on-rl

https://hrl.boyuai.com/

heterogeneous-attentions-pdp-drl

iclr2022-openreviewdata

Crawl & visualize ICLR papers and reviews

learning-to-optimize-arxiv

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

machine-learning-notes

This is the notes of the way of machine learning study. You may find something useful in it.

matnet

codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"

ml-for-resource-allocation

Machine Learning for Dynamic Resource Allocation in Network Function Virtualization