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.

sparrow-parse

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

scaledp

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

deeppavlov

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

microtokenizer

一个轻量且功能全面的中文分词器，帮助学生了解分词器的工作原理。MicroTokenizer: A lightweight Chinese tokenizer designed for educational and research purposes. Provides a practical, hands-on approach to understanding NLP concepts, featuring multiple tokenization algorithms and customizable models. Ideal for students, researchers, and NLP enthusiasts..

mlconjug3

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

fern2

A model development structure control for NLP

clarinpl-embeddings

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

torchness

PyTorch tools

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.).

autobrewml

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

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.

topmost

A Topic Modeling System Toolkit (ACL 2024 Demo)

melusine

📧 Melusine: Use python to automatize your email processing workflow

skweak

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

turkish-syllable

In this repository there is a library that provides a spelling function for Turkish. For NLP projects with large data sets, I wrote a library in C. I made the C code usable by writing a Python wrapper.

mlconjug

A Python library to conjugate French, English, Spanish, Italian, Portuguese and Romanian verbs using Machine Learning techniques.

pygarble

A Python package for detecting garbled text using multiple detection strategies with a scikit-learn-like interface

bitermplus

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

rakun2

RaKUn 2.0 - A fast keyword detection algorithm

openprompt

An Open-Source Framework for Prompt-Learning.