sfarhand

starcoder

Home of StarCoder: fine-tuning & inference!

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

snorkel

A system for quickly generating training data with weak supervision

torchview

torchview: visualize pytorch models

netron

Visualizer for neural network, deep learning and machine learning models

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

nnUNet

SparK

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

dl-mri

Deep Learning MRI image analysis

Awesome-Masked-Autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

dicom-private-dicts

DICOM Private Dicts

awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

pydub

Manipulate audio with a simple and easy high level interface

ACCV2022-FIAC

3rd place solution to ACCV 2022 Fine-grained Image Analysis Challenge!

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

onenote

📚 Linux Electron Onenote - A Linux compatible version of OneNote

musiclm-pytorch

Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch

torchinfo

View model summaries in PyTorch!

mup

maximal update parametrization (µP)

Applied-Deep-Learning

Applied Deep Learning Course

AutoHotkey

AutoHotkey - macro-creation and automation-oriented scripting utility for Windows.

uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

EVA

EVA Series: Visual Representation Fantasies from BAAI

FilterBanks_FastPythonImplementation

Filter Banks, Fast Python Implementation