A collection of resources and papers on Diffusion Models

DeeperHistReg - Source Code

[BSPC] The official code of "Self-supervised Stain Normalization by Stain Augmentation using Denoising Diffusion Probabilistic Models"

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

GNCnn (GlomeruloNephritis Classification by neural network): A QuPath extension for glomerulosclerosis and glomerulonephritis characterization based on deep learning

Implementation of Deep Multiple Instance Learning algorithms in pytorch.

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Playing Pokemon Red with Reinforcement Learning

Cross-platform, customizable ML solutions for live and streaming media.

Awesome AI Learning with +100 AI Cheat-Sheets, Free online Books, Top Courses, Best Videos and Lectures, Papers, Tutorials, +99 Researchers, Premium Websites, +121 Datasets, Conferences, Frameworks…

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

machine learning and deep learning tutorials, articles and other resources

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Program made with Python and Pygame for visualizing sorting algorithms!