hyh12

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

build-nanogpt

Video+code lecture on building nanoGPT from scratch

Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Max-Mahalanobis-Training

Max Mahalanobis Training (ICML 2018 + ICLR 2020)

Saddle-LongTail

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

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

InfoDrop

Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

neural-tangents

Fast and Easy Infinite Neural Networks in Python

unitary-scalarization-dmtl

In Defense of the Unitary Scalarization for Deep Multi-Task Learning

MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

awesome-PhD

All the resources I wish I knew when starting my PhD. This repository is aimed to be a living, constantly developing resource where everybody can contribute with new resources!

textual_inversion

autol2

free

翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子

v2rayN

A GUI client for Windows, support Xray core and v2fly core and others

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

tsne-cuda

GPU Accelerated t-SNE for CUDA with Python bindings

Mixup-Inference

Further improve robustness of mixup-trained models in inference (ICLR 2020)

boundary_thickness

[NeurIPS 2020] code for "Boundary thickness and robustness in learning models"

EigenPro-pytorch

EigenPro Iteration in PyTorch

Gradient_Starvation

Gradient Starvation: A Learning Proclivity in Neural Networks

IBA

Information Bottlenecks for Attribution

StableNet

Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".

XIC

Robust Learning with the Hilbert-Schmidt Independence Criterion

fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

PuzzleMix

Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)