Natural Language Understanding Python Packages

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

drug-named-entity-recognition

Drug Named Entity Recognition library to find and resolve drug names in a string (drug named entity linking)

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

gluonnlp

NLP made easy

autotrain-advanced

🤗 AutoTrain Advanced

tokenizers-gt

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

bert-tensorflow

TensorFlow code and pre-trained models for BERT

articutapi

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

spokestack

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

oneai

Python SDK for One AI APIs. One AI is an NLP-as-a-service platform. Our APIs enables language comprehension in context, transforming texts from any source into structured data to use in code.

little-questions

parse and classify questions

classy-core

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

stark-engine

S.T.A.R.K. - Speech And Text Algorithmic Recognition Kit

pvrhino

On-device Speech-to-Intent engine powered by deep learning

picovoice

On-device voice assistant platform powered by deep learning

textfeatureselection

Python library for feature selection for text features. It has filter method, genetic algorithm and TextFeatureSelectionEnsemble for improving text classification models. Helps improve your machine learning models

imodelsx

Interpret text data with LLMs (sklearn compatible).

autonlp

🤗 AutoTrain Advanced

pvrhinodemo

On-device Speech-to-Intent engine powered by deep learning

cratedb-mcp

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

picovoicedemo

On-device voice assistant platform powered by deep learning

chars2vec

Character-based word embeddings model based on RNN for handling real world texts

openprompt

An Open-Source Framework for Prompt-Learning.

turkish-morphology

A two-level morphological analyzer for Turkish.