itaigat

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

learnopencv

Learn OpenCV : C++ and Python Examples

audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

codellama

Inference code for CodeLlama models

NYU-DLSP20

NYU Deep Learning Spring 2020

clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

RAdam

On the Variance of the Adaptive Learning Rate and Beyond

handout

Turn Python scripts into handouts with Markdown and figures

FrEIA

Framework for Easily Invertible Architectures

DeepExplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

ncsn

Noise Conditional Score Networks (NeurIPS 2019, Oral)

bayesian-neural-network-pytorch

PyTorch implementation of bayesian neural network.

smoothing

Provable adversarial robustness at ImageNet scale

d3pm

Minimal Implementation of a D3PM in pytorch

TempoTokens

This repo contains the official PyTorch implementation of: Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation

AudioToken

This repo contains the official PyTorch implementation of AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation

debias

Methods of training NLP models to ignored biased strategies

PADA

Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".

vqa-cp-leaderboard

A collections of papers about VQA-CP datasets and their results

fga

removing-bias-in-multi-modal-classifiers

mrr-ndcg

pytorch-template

In this project, we provide a strong template for a PyTorch project. The purpose of this repository is to provide an example (and strong utils on the way) for a deep learning project using PyTorch.

Outcome-Adaptive-LASSO

Python implementation of the paper 'Outcome-Adaptive Lasso: Variable Selection for Causal Inference'

perceptual-score

FunctionalExplanation