jdumouchelle

jdumouchelle's Stars

• khalil-research/PyEPO

  A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

  Language:Jupyter Notebook4299956

• ds4dm/ecole

  Extensible Combinatorial Optimization Learning Environments

  Language:C++319815668

• Gurobi/gurobi-machinelearning

  Formulate trained predictors in Gurobi models

  Language:Python201135441

• cooper-org/cooper

  A general-purpose, deep learning-first library for constrained optimization in PyTorch

  Language:Jupyter Notebook10613510

• process-intelligence-research/ReLU_ANN_MILP

  With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the rectified linear unit (ReLU) activation function. At the moment, only TensorFlow sequential models are supported. Interfaces to either the Pyomo or Gurobi modeling environments are offered.

  Language:Python56316

• acco93/filo

  A Fast Iterated-Local-Search Localized Optimization algorithm for the CVRP.

  Language:C++415410

• D3M-Research-Group/odtlearn

  A package for tree-based statistical estimation and inference using optimal decision trees.

  Language:Python382212

• khalil-research/Neur2SP

  Neur2SP: Neural Two-Stage Stochastic Programming

  Language:Python302111

• khalil-research/Neur2RO

  Language:Jupyter Notebook21504

• stellatogrp/lropt

  Language:Python172273

• jdumouchelle/IntegerLShaped

  A python implementation of the integer L-shaped method for solving two stage stochastic programs.

  Language:Python14103

• DavidWalz/polytope-sampling

  Uniform sampling under linear equality and inequality constraints

  Language:Python7301

• borisdetienne/RobustDecomposition

  Instances and results for two-stage integer robust optimization problems Instances and results for two-stage integer robust optimization problems

  5102

• jdumouchelle/RLforBookingControl

  Language:Jupyter Notebook10