🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
- nlp
- natural-language-processing
- pytorch
- pytorch-transformers
Repository Index
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A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
TranslatedChinese word segmentation, part-of-speech tagging, named entity recognition, dependency parsing, constituency parsing, semantic dependency parsing, semantic role labeling, coreference resolution, style transfer, semantic similarity, new word discovery, keyword and keyphrase extraction, automatic summarization, text classification and clustering, pinyin and Simplified/Traditional Chinese conversion, natural language processing
- nlp
- natural-language-processing
- hanlp
- pos-tagging
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.
- calibration
- classification
- decision-model
- huggingface
💫 Industrial-strength Natural Language Processing (NLP) in Python
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
- nlp
- pre-trained-model
- unilm
- minilm
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Offline, privacy-first grammar checker. Fast, open-source, Rust-powered
- developer-tools
- english-language
- grammar-checker
- rust
Topic Modelling for Humans
- gensim
- topic-modeling
- information-retrieval
- machine-learning
Pretrained models for TensorFlow.js
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
- nlp
- embedding
- bert
- ernie
modest natural-language processing
- nlp
- part-of-speech
- named-entity-recognition
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
- python
- pii
- privacy
- data-anonymization
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
- nlp
- natural-language-processing
- natural-language-understanding
- language-model
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
general natural language facilities for node
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
- bert
- transformers
- topic-modeling
- sentence-embeddings
all kinds of text classification models and more with deep learning
- classification
- nlp
- fasttext
- textcnn
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
- deep-learning
- pytorch
- machine-translation
- neural-machine-translation
An open source library for deep learning end-to-end dialog systems and chatbots.
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
- paddlepaddle
- deep-learning
- neural-network
- computer-vision
Open-source offline translation library written in Python
- python
- machine-translation
- transformers
- translation