alwaysbyx's starred repositories
PDEControlGym
This gym provides implementations of various PDEs for easy testing and comparison of data-driven and classical PDE control algorithms.
OpenStudio_to_EnergyPlusAPI
Python: using OpenStudio Bindings, EnergyPlus API, and matplotlib
NSsimulation
The Simulations of Navier-Stokes Equation in 2D and 3D.
Fluid-Simulation-js
My attempt at fluid simulation with the Navier Stokes equations
xnes-adaptive-lr
(EvoApps2022) "Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies"
PythonLinearNonlinearControl
PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.
neuraloperator
Learning in infinite dimension with neural operators.
Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
neural-ode-weather-forecast
How to train a neural ODE for time series/weather forecasting
e2e-DR-learning
Code for our paper Demand Response Model Identification and Behavior Forecast with OptNet: a Gradient-based Approach.
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
hansongfang.github.io
Songfang's personal webpage
wayback-machine-downloader
Download an entire website from the Wayback Machine.
wayback-machine-scraper
A command-line utility and Scrapy middleware for scraping time series data from Archive.org's Wayback Machine.