Linwei Sang's repositories
PyOptInterface
Efficient modeling interface for mathematical optimization in Python
llama3
The official Meta Llama 3 GitHub site
awesome-prompts
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
deepxde
A library for scientific machine learning and physics-informed learning
rsome
Robust Stochastic Optimization Made Easy
MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
pystreed
Python Implementation of STreeD: Dynamic Programming Approach for Optimal Decision Trees with Separable objectives and Constraints
gpt_paper_assistant
GPT4 based personalized ArXiv paper assistant bot
OMLT
Represent trained machine learning models as Pyomo optimization formulations
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
GenX
GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
qpth
A fast and differentiable QP solver for PyTorch.
casadi
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
rayen
Imposition of Hard Convex Constraints on Neural Networks
cs-self-learning
计算机自学指南
cvxpylayers
Differentiable convex optimization layers
OptiCL_v2
An end-to-end framework for mixed-integer optimization with data-driven learned constraints.
mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.