Kim Yann's Projects
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
ASUS Aura client software for macOS
A PyTorch Basecaller for Oxford Nanopore Reads
Documentations for PaddlePaddle
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Optimizing AlphaFold Training and Inference on GPU Clusters
An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)
An ultra-fast tool for identification of SARS-CoV-2 and other microbes from sequencing data. This tool can be used to detect viral infectious diseases, like COVID-19.
a huggingface mirror site.
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
keystroke visualizer for Windows, lets you easily display your keystrokes while recording screencasts.
oneAPI Level Zero Specification Headers and Loader
Intel Gaudi's Megatron DeepSpeed Large Language Models for training
A browser extension for the Motrix Download Manager
Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.
A delightful community-driven framework for managing your bash configuration, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.
Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)
A treasure chest for visual classification and recognition powered by PaddlePaddle
PaddlePaddle custom device implementaion. (『飞桨』自定义硬件接入实现)
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
Paddle Distributed Training Examples. 飞桨分布式训练示例 Resnet Bert GPT MOE DataParallel ModelParallel PipelineParallel HybridParallel AutoParallel Zero Sharding Recompute GradientMerge Offload AMP DGC LocalSGD Wide&Deep
Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
check paired-end FASTQ data integrity
A WebUI dashboard for IoT devices likes raspberry pi.