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admm_python

Solomon benchmark instances

alns_tsp

adaptive large neighborhood search for tsp

attention-learn-to-route

Attention based model for learning to solve different routing problems

benders-dsep

A distribution system planning model using 'Modern Benders Decomposition'

data-driven-adaptive-benders-decomposition

Data-driven Adaptive Benders Decomposition for the Stochastic Unit Commitment Problem: Python codes & Case study data

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

llm

loc

machine-learning-session

machine_learning_draft

notes of machine learning algorithm derivation

neural-combinatorial-rl-pytorch

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

neural-rewriter

Learning to Perform Local Rewriting for Combinatorial Optimization

nexta-gmns

Network EXplorer for Traffic Analysis (NeXTA) Graphical User Interface for General Modeling Network Specification (GMNS)

np-hard-deep-reinforcement-learning

pytorch neural combinatorial optimization

openbilibili-go-common

听说这是来自 https://github.com/openbilibili/go-common/ 的 “哔哩哔哩 bilibili 网站后台工程 源码”，不过咱也不知道这是啥。

pytorch-a3c

Simple A3C implementation with pytorch + multiprocessing

reinforce

reinforcement learning

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rl

Illustrated Examples from Sutton and Barto

rl-ridesharing

Effcient Ridesharing Dispatch Using Multi-Agent Reinforcement Learning

shale

SHALE: An Efficient Algorithm for Allocation of Guaranteed Display Advertising Guaranteed Display Advertising

tianchi_cainiao_season2

天池菜鸟-需求预测与分仓规划第二赛季代码

treeam

An attention model for multicast routing problem

vblog

V部落，Vue+SpringBoot实现的多用户博客管理平台!

vrp-rl

Reinforcement Learning for Solving the Vehicle Routing Problem