Morizeyao

youtube-dl

Command-line program to download videos from YouTube.com and other video sites

yt-dlp

A feature-rich command-line audio/video downloader

you-get

:arrow_double_down: Dumb downloader that scrapes the web

modern-unix

A collection of modern/faster/saner alternatives to common unix commands.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

mypy

Optional static typing for Python

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

icloud_photos_downloader

A command-line tool to download photos from iCloud

china-holiday-calender

中国节假日、调休、补班日历，ICS格式，可供IPhone、Google Calendar、Outlook等客户端订阅，包含节假日API

python-docx

Create and modify Word documents with Python

linearmouse

The mouse and trackpad utility for Mac.

JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

fairscale

PyTorch extensions for high performance and large scale training.

lightly

A python library for self-supervised learning on images.

hdbscan

A high performance implementation of HDBSCAN clustering.

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

nlu

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

bitsandbytes

Library for 8-bit optimizers and quantization routines.

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

AutomaticWeightedLoss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

objprint

A library that can print Python objects in human readable format

TextPruner

A PyTorch-based model pruning toolkit for pre-trained language models

GradCache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

memory-efficient-attention

Memory Efficient Attention (O(sqrt(n)) for Jax and PyTorch

lassl

Easy Language Model Pretraining leveraging Huggingface's Transformers and Datasets

bert-squeeze

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

knowlege-distillation

PyTorch, PyTorch Lightning framework for trying knowledge distillation in image classification problems

MTL-Using-Uncertainty-to-Weigh-Losses