Starred repositories
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
A framework for blind denoising with self-supervision.
An extremely fast Python package and project manager, written in Rust.
📊 Path to a free self-taught education in Data Science!
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
Pathology Foundation Model - Nature Medicine
Multi-Instance Causal Representation Learning
Repository associated to the UQinMIA Tutorial @ MICCAI 2023
Companion webpage to the book "Mathematics For Machine Learning"
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
Lightweight, useful implementation of conformal prediction on real data.
High-quality implementations of standard and SOTA methods on a variety of tasks.
BanditPAM C++ implementation and Python package
SCAR is a python library for implementing the Nyström Accelerated Robust Spectral clustering method.
HI-ML toolbox for deep learning for medical imaging and Azure integration
🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch
Deep Clustering for Unsupervised Learning of Visual Features
Multi-scale Domain-adversarial Multiple Instance Learning CNN (CVPR2020)
Docker image with ready-to-play MTGO (Magic Online) for Linux and macOS
2D Vector-Quantized Auto-Encoder for compression of Whole-Slide Images in Histopathology
bfirsh / stable-diffusion
Forked from CompVis/stable-diffusionThe largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)