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3d-machine-learning

A resource repository for 3D machine learning

aisys2021_automl

AutoML System team project page (AI system 2021 class)

awesome-llm-compression

Awesome LLM compression research papers and tools.

awesome-llm-inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

caricature_styletransfer

Distort face image and perform style transfer to make caricature

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

classification

classsify 2d data set by deep neural network

co-mixup

Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)

context-memory

Pytorch implementation for "Compressed Context Memory For Online Language Model Interaction"

cs231n

My solution to cs231n (2016 winter)

dc_benchmark

efficient-dataset-condensation

Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)

gan-mnist

Mnist generation models with GAN, lsGAN, wGAN, wGAN_GP

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hosting-school

History of hosting and summer/winter school presented at Deepest

imagemosaic

Image mosaic by mixed integer programming

infogan-mnist

Tensorflow implementation of InfoGAN with MNIST

janghyun1230.github.io

lazy-attack

neural-relation-graph

Official PyTorch implementation of "Neural Relation Graph: A Unified Framework for Identifying Label Noise and Outlier Data" (NeurIPS'23)

openood

Benchmarking Generalized Out-of-Distribution Detection

pba

Efficient Learning of Augmentation Policy Schedules

peft

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

puzzlemix

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

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-speech-commands

Speech commands recognition with PyTorch | Kaggle 10th place solution in TensorFlow Speech Recognition Challenge

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

speaker_verification

Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"

speech2speech_chatgpt

Simple Python wrapper for ChatGPT with speech modules (STT, TTS)