piquepq Goto Github PK

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

binpacking_neural_combinatorial_optimization

Bin Packing Problem using Neural Combinatorial Optimization.

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

branch2learn

:trident: Learning to Branch in Mixed Integer Linear Programming with Graph Convolutional Neural Networks in Ecole

coluna.jl

Branch-and-Price-and-Cut in Julia

comboptnet

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

eas

Efficient Active Search

ecole

Extensible Combinatorial Optimization Learning Environments

graph-pointer-network

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

highs

Linear optimization software

hrl-for-combinatorial-optimization

Hierarchical deep reinforcement learning for combinatorial optimization problem

hybrid-cp-rl-solver

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

ilp_rl

Evolutionary strategies for learning branch and bound heuristics on ILP.

improvedhuangwork

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

jd_seckill

京东秒杀商品抢购

learn-lns-policy

learn-more-python-the-hard-way-solutions

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

learn2branch-ecole

Reimplementation of "Exact Combinatorial Optimization with Graph Convolutional Neural Networks" (NeurIPS 2019)

learning-to-optimize-arxiv

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

learning_mip

Your best resource to learn mixed-integer programming to solve practical decision-making problems.

leetcode

Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.

letsgo_1

Config files for my GitHub profile.

localbranchingml_test

milp_constrained_gan

Using MILP to encode constraints of generated game levels.