Nlp Machine Learning Python Packages

tika

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

lemminflect

A python module for English lemmatization and inflection.

sent2vec

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

clarinpl-embeddings

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

fern2

A model development structure control for NLP

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

microtokenizer

A micro tokenizer for Chinese

mlconjug3

A Python library to conjugate verbs in French, English, Spanish, Italian, Portuguese and Romanian (more soon) using Machine Learning techniques.

scaledp

ScaleDP is an Open-Source extension of Apache Spark for Document Processing

sparrow-parse

Structured data extraction and instruction calling with ML, LLM and Vision LLM

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

appworld

🌍 AppWorld: A Controllable World of Apps and People for Benchmarking Function Calling and Interactive Coding Agent, ACL'24 Best Resource Paper.

autobrewml

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

topmost

Topmost: A Topic Modeling System Toolkit

torchness

PyTorch tools

chunkey-bert

ChunkeyBert is a minimal and easy-to-use keyword extraction technique that leverages BERT embeddings for unsupervised keyphrase extraction from long text documents.

pygarble

Python Package to detect garbled, gibberish text for EN

bitermplus

Biterm Topic Model (BTM): modeling topics in short texts

openprompt

An Open-Source Framework for Prompt-Learning.

melusine

📧 Melusine: Use python to automatize your email processing workflow

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

turkish-syllable

A Turkish syllable splitter implemented in C with Python bindings

nlp-uncertainty-zoo

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.