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arc_tournament

arccos0.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

attention-learn-to-route

Attention based model for learning to solve different routing problems

benders-decomposition-l-shaped-method-

It's a realization of benders decomposition for a transporation problem with stochastic demand

cbc

COIN-OR Branch-and-Cut solver

feasibility-predictor-for-two-dimensional-loading-constraints

This is a repo to present how to apply a feasibility predictor for the two-dimensional loading constraints

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hgs-cvrp

Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

learning-fast-optimizers-for-contextual-stochastic-integer-programs

leetcode-1

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

lstm-gru-pytorch

LSTM and GRU in PyTorch

minimumvertexcover_drl

Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL

pointer-networks

Pointer Networks is a new neural architecture to learn the conditional probability of an output sequence with elements that are discrete tokens corresponding to positions in an input sequence.

ptrnets

Pointer Networks

pysc2

StarCraft II Learning Environment

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

samplemod

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

strip-packing-algorithm

Code base for a cutting-edge strip packing algorithm (recognition version)

torchxrayvision

TorchXRayVision: A library of chest X-ray datasets and models.

vehicle-routing

Column generation

vroom

Vehicle Routing Open-source Optimization Machine

vrp-espprc

Elementary Shortest Path Problem with Resource Constraints

zhihu-py3

[不再维护] Zhihu UNOFFICIAL API library in python3, with help of bs4, lxml, requests and html2text.