Sejik

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

MAML-Pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

jiant

jiant is an nlp toolkit

ViT-Adapter

[ICLR 2023 Spotlight] Vision Transformer Adapter for Dense Predictions

scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

torchbeast

A PyTorch Platform for Distributed RL

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

moolib

A library for distributed ML training with PyTorch

AdvancedML

Reading list for the Advanced Machine Learning Course

RobustNet

Official PyTorch implementation of RobustNet (CVPR 2021 Oral)

reptile-pytorch

A PyTorch implementation of OpenAI's REPTILE algorithm

FractalDB-Pretrained-ResNet-PyTorch

Pre-training without Natural Images (ACCV 2020 Best Paper Honorable Mention Award)

Awesome-Transformer-in-CV

A Survey on Transformer in CV.

Reptile-Pytorch

MoE-Adapters4CL

Code for paper "Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters" CVPR2024

MTIA

[ECCV 2022] Motion Transformer for Unsupervised Image Animation

IMPALA-Distributed-Tensorflow

Performance-comparison-of-GAN-on-cifar-10

Performance comparison of ACGAN, BEGAN, CGAN, DRAGAN, EBGAN, GAN, infoGAN, LSGAN, VAE, WGAN, WGAN_GP on cifar-10

cifar10-c-eval

Testing a model performance for CIFAR10-C

asynchronous_impala_PPO

Multi-Agent Deep Reinforcement Learning by using Asynchronous & Impala Proximal Policy Optimization in Pytorch with some explanation

Batched-Impala-PyTorch

Reinforcement learning - Batched Impala - PyTorch - Mario Kart

ImageRecognitionDataset

Caltech101/256, CIFAR-10/100, MNIST/FashionMNIST