zanwenok

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

milvus

A cloud-native vector database, storage for next generation AI applications

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Lepton

💻 Democratizing Snippet Management (macOS/Win/Linux)

easy-rl

强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/

stable-baselines3

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

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

text

Models, data loaders and abstractions for language processing, powered by PyTorch

Real-Time-Rendering-4th-Bibliography-Collection

Real-Time Rendering 4th (RTR4) 参考文献合集典藏 | Collection of <Real-Time Rendering 4th (RTR4)> Bibliography / Reference

koalas

Koalas: pandas API on Apache Spark

EnragedRabbitProject

ViLT

Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

Book-list-of-computational-geometry-and-computer-graphics

Must-read and classic books of computational geometry and computer graphics

PaLM-pytorch

Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways

stock_market

ConSERT

Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer

cuBERT

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

label-sleuth

Open source no-code system for text annotation and building of text classifiers

cosFormer

[ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention

pytorch-onnx-tensorflow-pb

Converting A PyTorch Model to Tensorflow pb using ONNX

LCFN

Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Exploring Simple and Powerful Low-pass Graph Convolutional Network for Recommendation. 3. Self-propagation Graph Neural Network for Recommendation (TKDE).

how-to-begin-phd-CN

horovod-gpu-data-science-project

Template repository for a Python 3-based data science project that uses Horovod.

CBLUE

https://tianchi.aliyun.com/dataset/dataDetail?dataId=95414