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admm_release

Matlab/Python code for the ADMM part of my thesis ''Alternating Optimization: Constrained Problems, Adversarial Networks, and Robust Models''

approximatenonlinearmpc

Implementation of model predictive control for nonlinear systems via machine learning and function approximators

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

distributionally-robust-stochastic-opf

dmpc

Distributed Model Predictive Control Toolbox

doro

Distributional and Outlier Robust Optimization (ICML 2021)

dynamic-state-estimation-toolbox-dset-

electricity-aware-heat-market-clearing

fast-dro

PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gasf-gadf-mtf

Utilização de uma ConvNet para predição de séries temporais

machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

moskopt

Simulation-based stochastic black-box optimization under uncertainty using Stochastic Kriging and Monte Carlo simulation

openocl

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

opf-admm

Distributed Optimal Power Flow for Radial Networks via Message Passing Interface (MPI)

osqp-matlab

Matlab interface for OSQP

pglib-opf-hvdc

Benchmarks for the Optimal Power Flow Problem with HVDC Lines

powermodels.jl

A Julia/JuMP Package for Power Network Optimization

powermodelsdistribution.jl

A Julia/JuMP Package for Unbalanced Power Network Optimization

precipitation-nowcasting

pytorch implemention of trajGRU.

rddp_powersystem

Robust Dual Dynamic Programming for solving real-time dispatch problems in power system.

sddip

SDDiP implementation for a generation expansion planning model

sindy-mpc

stochasticmcmc

MCMC for posterior distribution sampling

transformer_time_series

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting (NeurIPS 2019)

z-lab

Z Lab数据实验室开源代码汇总