simonbowly / lp-generatorsLinks
Generators for linear programming instances with controllable difficulty and solution properties.
☆15Updated 4 years ago
Alternatives and similar repositories for lp-generators
Users that are interested in lp-generators are comparing it to the libraries listed below
Sorting:
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆73Updated 3 years ago
- The Machine Learning Optimizer☆104Updated 2 years ago
- A CVXPY extension for multi-convex programming☆46Updated 2 years ago
- Code for "Automatic repair of convex optimization problems".☆14Updated 5 years ago
- ☆22Updated last month
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆33Updated 4 years ago
- Cone program refinement☆10Updated 5 years ago
- ☆28Updated 4 months ago
- ☆26Updated 7 months ago
- Parallel Presolve for Integer and Linear Optimization☆40Updated 4 years ago
- Special Structure Detection for Pyomo☆26Updated 3 years ago
- Differentiation through cone programs☆101Updated 5 months ago
- Mathematical Programming in JAX☆87Updated last month
- Combinatorial optimization layers for machine learning pipelines☆125Updated this week
- ☆22Updated 3 years ago
- An integer linear program solver using a Lagrange decomposition into binary decision diagrams. Lagrange multipliers are updated through d…☆59Updated last year
- ADMM for Mixed-Integer Quadratic Programming☆43Updated 9 years ago
- A Python environment for large-scale optimization.☆30Updated 7 years ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20Updated last year
- ☆76Updated 3 years ago
- Entropy Search for Information-Efficient Global Optimization - JMLR v13☆30Updated 8 years ago
- ☆25Updated last year
- ☆14Updated 2 years ago
- GPU-based first-order solver for linear programming.☆81Updated 5 months ago
- Solves the best subset selection problem☆44Updated 3 years ago
- Mathematical Modeling for Optimization and Machine Learning☆154Updated 9 months ago
- Parallel Presolve for Integer and Linear Optimization☆73Updated 3 weeks ago
- A package for tree-based statistical estimation and inference using optimal decision trees.☆40Updated last year
- DISROPT: A Python framework for distributed optimization☆76Updated last year
- ☆11Updated 3 years ago