CERC Data Science For Decision Making

Repositories

• ecole

  Extensible Combinatorial Optimization Learning Environments

  ml gym markov-decision-processes scip combinatorial-optimization
  C++ BSD-3-Clause 24 109 32 4 Updated May 15, 2021

• doc.ecole.ai

  Generated documentation for Ecole.

  website
  HTML 0 0 0 0 Updated May 15, 2021

• www.ecole.ai

  Website for Ecole

  website
  SCSS 2 0 0 1 Updated May 12, 2021

• PySCIPOpt

  Forked from scipopt/PySCIPOpt

  Python interface for the SCIP Optimization Suite
  Python MIT 161 2 0 0 Updated Apr 25, 2021

• Tulip.jl

  Interior-point solver in pure Julia

  optimization julia linear-programming interior-point-method
  Julia MPL-2.0 8 87 9 4 Updated Apr 22, 2021

• Bliss

  Fork of Bliss
  C++ LGPL-3.0 4 3 2 2 Updated Mar 24, 2021

• EPECInstances

  An Instance generator for NASPs (Nash Games among Stackelberg Players)

  game-theory energy-trade instances mathematical-programming epec
  Python 0 1 0 0 Updated Mar 23, 2021

• ecole-paper

  Compare Ecole and Gasse et al. 2019 implementations
  Jupyter Notebook MIT 0 1 2 0 Updated Mar 4, 2021

• learn2branch

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

  neurips-2019
  Python MIT 44 152 5 0 Updated Feb 24, 2021

• branch-search-trees

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

  aaai2021
  Python 3 12 2 0 Updated Dec 11, 2020

• GraphRL
  Python MIT 2 0 2 0 Updated Oct 23, 2020

• CAPsac

  Repository containing data instances of the Covering-Assignment Problem for Swarm-powered Ad-hoc Clouds (CAPsac).
  0 0 0 0 Updated May 12, 2020

• milp-outcome
  Jupyter Notebook 0 0 0 0 Updated May 5, 2020

• bnb-size-prediction

  Model to predict the size of branch and bound trees.
  Python MIT 0 0 0 0 Updated Apr 29, 2020

• tipsntricks

  Tips, tricks and setup information at the chair
  HTML MIT 3 3 0 0 Updated Mar 25, 2020

• nectar

  Codebase for "A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs"

  machine-learning mixed-integer-programming stochastic-programming
  Python MIT 0 1 0 0 Updated Feb 28, 2020

• ignite-rl Archived

  Reinforcement learning abstractions.
  Python MIT 0 0 6 0 Updated Jul 25, 2019

• rl-baselines-zoo

  Forked from araffin/rl-baselines-zoo

  A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
  Python MIT 171 0 0 0 Updated Jun 12, 2019

• stable-baselines

  Forked from hill-a/stable-baselines

  A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
  Python MIT 3,989 0 0 0 Updated Jun 11, 2019

• PySVMRank

  Python API for SVMrank (http://www.cs.cornell.edu/people/tj/svm_light/svm_rank.html)
  Python MIT 2 5 2 0 Updated Apr 10, 2019

• sparse-gcn Archived

  Sparse graph attention
  Python MIT 3 12 0 0 Updated Sep 20, 2018

• amcts-cplex

  Asynchronous Monte-Carlo Tree Search (AMCTS) implementation for learning to branch in CPLEX.
  Jupyter Notebook GPL-3.0 1 1 0 0 Updated Feb 20, 2018