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Top 27 huggingface open source projects

aws-lambda-docker-serverless-inference

Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

policy-data-analyzer

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Emotion recognition in conversation

✭ 34

Jupyter Notebook python Makefile nlp deep-learning transformers pytorch bert emotion-recognition roberta huggingface

zero-administration-inference-with-aws-lambda-for-hugging-face

Zero administration inference with AWS Lambda for 🤗

✭ 19

python Dockerfile nlp docker aws lambda machine-learning transformer efs ecr huggingface

KAREN: Unifying Hatespeech Detection and Benchmarking

✭ 18

python nlp benchmark natural-language-processing framework twitter deep-learning detection speech pytorch abuse hate sentence-classification offensive tfidf bert hatespeech offensive-language huggingface

siamese-BERT-fake-news-detection-LIAR

Triple Branch BERT Siamese Network for fake news classification on LIAR-PLUS dataset in PyTorch

✭ 96

python machine-learning pytorch artificial-intelligence artificial-neural-networks fake-news liar fake-news-challenge bert-model language-understanding huggingface bert-models liar-plus bert-siamese

ganbert-pytorch

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

✭ 60

Jupyter Notebook text-classification pytorch generative-adversarial-network gan semi-supervised-learning bert pythonbook huggingface

chef-transformer

Chef Transformer 🍲 .

✭ 29

python Jupyter Notebook CSS recipes transformers flax recipe-generator jax huggingface t5 recipe-generation google-t5

Conversational text Analysis using various NLP techniques

✭ 147

Jupyter Notebook python nlp machine-learning text-mining sentiment-analysis text scikit-learn nlu transformers pytorch spacy topic-modeling speech-to-text emotion-recognition conversational-ai huggingface callcenter-analysis

🤗 ParsBERT Persian NER Tasks

✭ 15

Jupyter Notebook ner bert persian-ner arman ner-task huggingface parsbert peyma parsbert-ner

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

✭ 161

Jupyter Notebook python machine-learning pytorch huggingface vision-transformers

Search Git commits in natural language

✭ 50

python nlp commits information-retrieval natural-language hacktoberfest huggingface sentence-transformers commit-search

HF's ML for Audio study group

✭ 104

Jupyter Notebook speech-synthesis speech-recognition huggingface

awesome-huggingface

🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

✭ 436

nlp machine-learning awesome transformers awesome-list huggingface

Experiments with Hugging Face 🔬 🤗

danish transformers

A collection of Danish Transformers

✭ 30

nlp transformers pytorch huggingface

CLIP (Contrastive Language–Image Pre-training) for Italian

✭ 113

Jupyter Notebook python shell transformers dataset clip contrastive-loss huggingface transformers-models

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

✭ 209

python machine-learning tabular-data pytorch artificial-intelligence transformer gpt bert fraud-detection icassp huggingface credit-card-dataset prsa-dataset credit-card-transaction icassp2021

Use AnimeGANv3 to make your own animation works, including turning photos or videos into anime.

✭ 878

tensorflow colab coreml onnx huggingface animegan animeganv2 animeganv3

Neural-Scam-Artist

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

✭ 18

python nlp pytorch lsh dataset transformer web-scraping minhash readability scam deduplication fraud fine-tuning gpt2 huggingface

Transformer Temporal Tagger

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

✭ 55

python pytorch transformer seq2seq encoder-decoder temporal-tagger bert-model huggingface token-classification

studio-lab-examples

Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!

✭ 319

Jupyter Notebook training aws machine-learning deep-learning deploy inference sagemaker huggingface amazon-sagemaker-lab sagemaker-studio-lab

The elegant integration of huggingface/nlp and fastai2 and handy transforms using pure huggingface/nlp

✭ 19

python Jupyter Notebook nlp deep-learning dataset fastai huggingface

finetune-gpt2xl

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

✭ 353

python finetuning gpt2 huggingface huggingface-transformers gpt3 deepspeed gpt-neo gpt-neo-fine-tuning

DrFAQ is a plug-and-play question answering NLP chatbot that can be generally applied to any organisation's text corpora.

✭ 29

Jupyter Notebook python elasticsearch natural-language-processing telegram-bot chatbot spacy question-answering bert huggingface

Graphsignal Python agent

✭ 158

python shell debugging machine-learning monitoring deep-learning tensorflow inference pytorch artificial-intelligence openai jax inference-optimization huggingface onnxruntime langchain

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