justgoinggoxixi

justgoinggoxixi's Stars

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook23.1k3.3k

• justgoinggoxixi/AI4CFD-NS

  1

• omniscientoctopus/Physics-Informed-Neural-Networks

  Investigating PINNs

  Language:Jupyter Notebook535132

• i207M/PINNacle

  Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.

  Language:Python26041

• lululxvi/deepxde

  A library for scientific machine learning and physics-informed learning

  Language:Python2.8k762

• idrl-lab/PINNpapers

  Must-read Papers on Physics-Informed Neural Networks.

  Language:Python983162

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python57.4k5.9k

• Jack-Cherish/Machine-Learning

  :zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

  Language:Python9.3k5.1k

• rezaakb/pinns-torch

  PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.

  Language:Python32053

• luo-yining/CFDBench

  A large-scale benchmark for machine learning methods in fluid dynamics

  Language:Python14516

• erfanhamdi/pinn-torch

  Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose

  Language:Python415

• jayroxis/PINNs

  PyTorch Implementation of Physics-informed Neural Networks

  Language:Jupyter Notebook561135

• jaywcjlove/reference

  为开发人员分享快速参考备忘清单(速查表)

  Language:Dockerfile12.5k1.9k