XiaoyuXie's repositories
Awesome-ML-PDE
Resources about Machine Learning for solving PDEs.
PyDimension
Dimensionless learning codes for our paper called "Data-driven discovery of dimensionless numbers and governing laws from scarce measurements".
PyDimension-Book
Documentation for PyDimension
xiaoyuxie-vico.github.io
Personal blog
awesome-leetcde-python
Leetcode notes
awesome-ML-resources
ML resources
CS61B
Self-learning notes
dem_hyperelasticity
A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on the idea of minimum potential energy. The method is named "Deep Energy Method".
jax-am
Additive manufacturing simulation with JAX.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
NICO-reading-group
NICO reading group
PDEBench
This is a repository for the paper "PDEBench: An Extensive Benchmark for Scientific Machine Learning".
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
SemanticSegmentation
A framework for training segmentation models in pytorch on labelme annotations with pretrained examples of skin, cat, and pizza topping segmentation
SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
xiaoyuxie-vico
Config files for my GitHub profile.