NoTody

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

llama

Inference code for Llama models

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

MONAI

AI Toolkit for Healthcare Imaging

nnUNet

solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

perceiver-pytorch

Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch

CLIP-Driven-Universal-Model

[ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.

Contrastive-Learning-NLP-Papers

Paper List for Contrastive Learning for Natural Language Processing

vicreg

VICReg official code base

SuPreM

[ICLR 2024] Supervised Pre-Trained 3D Models for Medical Image Analysis

HAIM

This repository contains the code to replicate the data processing, modeling and reporting of our Holistic AI in Medicine (HAIM) Publication in Nature Machine Intelligence (Soenksen LR, Ma Y, Zeng C et al. 2022).

BenchMD