Linwei Sang's repositories
cs-self-learning
计算机自学指南
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.
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.
cvxpylayers
Differentiable convex optimization layers
deepxde
A library for scientific machine learning and physics-informed learning
ECM_based_OEF
Data and codes for energy circuit method-based optimal energy flow
GenX
GenX: a configurable power system capacity expansion model for studying low-carbon energy futures. More details at : https://genx.mit.edu
gpt_paper_assistant
GPT4 based personalized ArXiv paper assistant bot
MAPIE
A scikit-learn-compatible module for estimating prediction intervals.
mpc.pytorch
A fast and differentiable model predictive control (MPC) solver for PyTorch.
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
OMLT
Represent trained machine learning models as Pyomo optimization formulations
OptiCL_v2
An end-to-end framework for mixed-integer optimization with data-driven learned constraints.
pystreed
Python Implementation of STreeD: Dynamic Programming Approach for Optimal Decision Trees with Separable objectives and Constraints
qpth
A fast and differentiable QP solver for PyTorch.
rayen
Imposition of Hard Convex Constraints on Neural Networks
rsome
Robust Stochastic Optimization Made Easy