MIT-Lu-Lab / MPAXLinks
Mathematical Programming in JAX
☆105Updated 3 months ago
Alternatives and similar repositories for MPAX
Users that are interested in MPAX are comparing it to the libraries listed below
Sorting:
- The Machine Learning Optimizer☆105Updated 2 years ago
- Differentiation through cone programs☆105Updated last month
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆17Updated 2 years ago
- A trust-region interior-point method for general nonlinear programing problems (GSoC 2017).☆37Updated 7 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆40Updated last week
- Software Platform for solving and manipulating multiparametric programs in Python☆42Updated 5 months ago
- ☆23Updated 3 months ago
- Stochastic Optimization under Uncertainty in Python.☆36Updated 3 months ago
- A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax☆45Updated 3 months ago
- Reinforcement learning environments for process control applications.☆61Updated 2 months ago
- Combinatorial optimization layers for machine learning pipelines☆127Updated 3 weeks ago
- Python interface for CUDA implementation of OSQP☆100Updated 4 years ago
- A solver for mixed-integer nonlinear optimization problems☆125Updated last month
- Source code for the examples accompanying the paper "Learning convex optimization control policies."☆85Updated 2 years ago
- Machine Learning for Optimal Power Flow in PyTorch☆24Updated 5 months ago
- ☆24Updated 5 years ago
- ☆29Updated 5 months ago
- GPU-based first-order solver for linear programming.☆89Updated 6 months ago
- Learning Neural Differential Algebraic Equations via Operator Splitting☆15Updated last month
- NonOpt: Nonconvex, Nonsmooth Optimizer☆19Updated 2 months ago
- ☆37Updated last month
- A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 3 years ago
- ☆14Updated 2 years ago
- Experimental first-order solvers for linear and quadratic programming.☆119Updated last year
- Source files for our regularization paper!☆16Updated 6 years ago
- An active set-based NLP solver☆20Updated last year
- Data Science for Dynamical System Course☆124Updated 11 months ago
- A GPU-Accelerated First-Order LP Solver☆36Updated 2 weeks ago
- Python interface for OSQP☆119Updated this week
- Constrained optimization for Pytorch using the SQP-GS algorithm☆37Updated last year