Yezhen Wang's starred repositories
denoising-diffusion-pytorch
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
efficient-kan
An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).
evolutionary-model-merge
Official repository of Evolutionary Optimization of Model Merging Recipes
NeuralPDE.jl
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
scaling_on_scales
When do we not need larger vision models?
variance_reduced_neural_networks
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
python-tsp-simulated-annealing
Visualisation of Simulated Annealing algorithm to solve TSP
Conservative_PINNs
We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation property of cPINN is obtained by enforcing the flux continuity in the strong form along the sub-domain interfaces.
mle_score_ode
Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)
partial-differential-equations
Notes and examples on how to solve partial differential equations with numerical methods, using Python.
inexact_dfo_bilevel_learning
Inexact Derivative-Free Optimization for Bilevel Learning
Adjoint-MAML
Repository of Meta-Learning with Adjoint Methods