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awesome-diffusion-models

A collection of resources and papers on Diffusion Models

awesome-diffusion-models-in-medical-imaging

Diffusion Models in Medical Imaging

awesome-fluid-dynamics

A curated list of repositories related to fluid dynamics.

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

ddpm

PyTorch DDPM implementation

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

fenics-notes

Lecture notes and Jupyter Notebooks on FEM methods using FEniCS.

finite_element_method_matlab

有限元方法的 matlab 实现，为了追求清晰通用，将会大大牺牲程序的效率。

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

gh-pages-minima-starter

A minimal example for running Github Pages with the minima theme.

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

leetcode_101

LeetCode 101：和你一起你轻松刷题（C++）

ml-for-beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

monai

AI Toolkit for Healthcare Imaging

nm4p

Programs for "Numerical Methods for Physics" by Alejandro Garcia

phycrnet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

score_inverse_problems

Official repo for "Solving Inverse Problems in Medical Imaging with Score-Based Generative Models"

torchphysics