yl602019618 Goto Github PK

applied-and-computational-mathematics-slide-and-note

Slide and note for my daily article reading and group meeting share

cryo-em-denoising

cvips_labs

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

data-driven-gmm-for-fp-equation

A machine learning method based on an adaptive Gaussian mixture model are proposed to deal with the general FP equations

diffusion_model_mnist

This is a collection of my code for numerical analysis course and some solver of fdm fem methods.

drl-hw

The homework of Deep Reinforcement Learning (THU, 2023 Spring).

filterno

finite_volume_methods

Course notes for a course based on R.J. LeVeque's "Finite Volume Methods for Hyperbolic Problems"

geometric-multigrid-solver

Geometric Multigrid solver implementation on 1D and 2D dimensions (example : Poisson's equation)

heat_control

learning-dynamics-on-invariant-measures

manifold-linearization

Companion repository for the paper "Representation Learning via Manifold Flattening and Reconstruction"

neural-ode

Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations

neuralct

Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows

note2023

Computational Mathematics Notes in 2023

note2024

ode

different methods for solving several ode

ode_unlabel

Reconstruction of dynamical systems from data without time label

pde_numerical_analysis_homework

[SIAE] 偏微分方程数值分析大作业 - 线性二阶椭圆方程的数值分析

pinnacle

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

pylbm

Numerical simulations using flexible Lattice Boltzmann solvers

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

pytorch-vae-tutorial

A simple tutorial of Variational AutoEncoders with Pytorch

rayleigh-benard-convection-fenics

rayleigh-benard-convection-super-resolution

RBC system super resolution using Fourier Neural Operator

rayleighbernardconvection-pytorch

Compute Rayleigh Bernard Convection system using finite difference method in Pytorch

real-nvp

Implementation of Real NVP in PyTorch

real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example | Normalizing Flow

riemannian_variational_autoencoder