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a-mdvrp

Asymmetric multi-depot vehicle routing problems: valid inequalities and a branch-and-cut algorithm

advanced-deep-learning-and-reinforcement-learning-deepmind

🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉

ai-for-tsp-competition

This is the official repository of the AI for TSP competition at IJCAI 2021

ai-predictivemaintenance

anylogic-models

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

awesome-transformer-attention

An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

bendersoptim

Benders decomposition to solve mixed integer linear programming, especially stochastic programming in seconds!

benmip

BENMIP project

cnn-bilstm-attention

Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)

coin-or-optimizationsuite

A harness for building the bundled suite of interoperable optimization tools available in the COIN-OR repository.

coluna.jl

Branch-and-Price-and-Cut in Julia

combinatorial-optimization-with-gcnn

combining-optimization-and-simulation-using-logic-based-benders-decomposition

comboptnet

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

convrnn

Pytorch implementation of Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction https://arxiv.org/pdf/1907.04155.pdf

cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

cppcoreguidelines

The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++

cufflinks

Productivity Tools for Plotly + Pandas

cvxpylayers

Differentiable convex optimization layers

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dip

This a mirror of the subversion repository on COIN-OR.

dnn-opf

e2e-dro

End-to-end distributionally robust optimization

ecole

Extensible Combinatorial Optimization Learning Environments

ecole-extension

Template repository for using Ecole C++ library from Python

gcn-flc

graph convolution network on incapacitated facility location problem

gcn-spp

Shortest Path prediction using Graph Convolutional Networks