Represent trained machine learning models as Pyomo optimization formulations
☆346Jul 9, 2026Updated 2 weeks ago
Alternatives and similar repositories for OMLT
Users that are interested in OMLT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Multiobjective black-box optimization using gradient-boosted trees☆64Feb 19, 2026Updated 5 months ago
- With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the …☆67Jun 23, 2026Updated last month
- A collection of tools (classes, functions, etc.) for developing MINLP algorithms☆39Oct 27, 2023Updated 2 years ago
- Special Structure Detection for Pyomo☆26Jul 14, 2022Updated 4 years ago
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆31Apr 16, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Modeling robust optimization problems in Pyomo☆88Nov 11, 2022Updated 3 years ago
- Embed trained machine learning predictors into JuMP and ExaModels☆83Updated this week
- Formulate trained predictors in Gurobi models☆251Updated this week
- The IDAES Process Systems Engineering Framework☆331Updated this week
- An end-to-end framework for mixed-integer optimization with data-driven learned constraints.☆139Sep 4, 2023Updated 2 years ago
- A JuMP extension for Generalized Disjunctive Programming☆36Jul 17, 2026Updated last week
- An extensible MINLP solver☆45Feb 5, 2026Updated 5 months ago
- Parallel solution of structured nonlinear optimization problems☆13Dec 16, 2025Updated 7 months ago
- Lightweight tools for experimental design and multi-objective optimization.☆31Jul 22, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Reinforcement learning environments for process control applications.☆93Jun 12, 2026Updated last month
- A Platform for Scalable Modeling and Optimization☆181Jun 24, 2026Updated last month
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Feb 9, 2024Updated 2 years ago
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆16Dec 10, 2018Updated 7 years ago
- Design Space Analysis☆14Dec 9, 2024Updated last year
- ☆19Apr 13, 2023Updated 3 years ago
- ☆31May 22, 2023Updated 3 years ago
- The Fresa Julia package for black-box optimization☆15Nov 20, 2025Updated 8 months ago
- ☆11Mar 7, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An algorithmic framework for parallel dual decomposition methods in Julia☆19Aug 1, 2024Updated last year
- A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming☆682Jul 10, 2026Updated 2 weeks ago
- Design of experiments for model discrimination using Gaussian process surrogate models☆36Mar 15, 2019Updated 7 years ago
- Prescient production cost modeling platform☆40May 29, 2026Updated last month
- Experimental design and (multi-objective) bayesian optimization.☆399Updated this week
- Empirical Model Learning Library☆19Mar 25, 2023Updated 3 years ago
- IDAES platform examples and tutorials☆24Updated this week
- An object-oriented algebraic modeling language in Python for structured optimization problems.☆2,493Jul 13, 2026Updated 2 weeks ago
- Representing machine learning models using mathematical programming☆19Aug 21, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Header-only C++23 template library for the bucket graph labeling algorithm for the Shortest Path Problem with Resource Constraints (SPPRC…☆26Jul 5, 2026Updated 3 weeks ago
- A JuMP-based Nonlinear Integer Program Solver☆188Mar 17, 2026Updated 4 months ago
- Efficient modeling interface for mathematical optimization in Python☆313Jul 22, 2026Updated last week
- A repository of Pyomo examples.☆387Apr 7, 2025Updated last year
- Pyomo respository provides a comprehensive library of solved models in Supply chain management☆302Updated this week
- Optimization with Constraint Learning (OCL) Lab☆13Feb 8, 2023Updated 3 years ago
- Bilevel optimization in JuMP☆116Jun 22, 2026Updated last month