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word_forms

Accurately generate all possible forms of an English word e.g "election" --> "elect", "electoral", "electorate" etc.

wordninja

Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.

workshops

Materials for workshops on the Hugging Face ecosystem

wrench

WRENCH: Weak supeRvision bENCHmark

write-tight

Better writing with rule based patterns.

writing-with-bert

Using BERT for doing the task of Conditional Natural Language Generation by fine-tuning pre-trained BERT on custom dataset.

wsdm2022-ptupcdr

This is the official implementation of our paper Personalized Transfer of User Preferences for Cross-domain Recommendation (PTUPCDR), which has been accepted by WSDM2022.

wtfml

WTFML: Well That's Fantastic Machine Learning

wvmos

MOS score prediction by fine-tuned wav2vec2.0 model

www.mlcompendium.com

The Machine Learning & Deep Learning Compendium is an open-source knowledge-sharing project compiled using Gitbook.

x-stable-diffusion

Real-time inference for Stable Diffusion - 0.88s latency. Covers AITemplate, nvFuser, TensorRT, FlashAttention.

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

xai-nlp-notebooks

xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.

xicor

xi correlation method adapted for python

xlm-emo

xlm-roberta-ner

Named Entity Recognition with Pretrained XLM-RoBERTa

xmanager

A platform for managing machine learning experiments

xmem

[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

xmodal-vit

Official implementation of "Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image Retrieval", BMVC 2022.

xpos

Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages - Wietse de Vries, Martijn Wieling and Malvina Nissim

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

xtreme-distil-transformers

XtremeDistil framework for distilling/compressing massive multilingual neural network models to tiny and efficient models for AI at scale

yake

Single-document unsupervised keyword extraction

yalm-100b

Pretrained language model with 100B parameters

yanmtt

Yet Another Neural Machine Translation Toolkit

yappi

Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.

ydata-quality

Data Quality assessment with one line of code

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

yolopv2

YOLOPv2: Better, Faster, Stronger for Panoptic driving Perception