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.

pygarble

Python Package to detect garbled, gibberish text for EN

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

translit-rs

Canonicalize and neutralize adversarial Unicode — homoglyph/bidi/zalgo/invisibles — before it reaches your classifiers, indexes, and identifiers

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.).

disarm

Canonicalize and neutralize adversarial Unicode — homoglyph/bidi/zalgo/invisibles — before it reaches your classifiers, indexes, and identifiers

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..

appworld

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

scaledp

ScaleDP is a library for processing documents and images using Apache Spark and LLMs

mlconjug3

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

deeppavlov

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

fern2

A model development structure control for NLP

triplet-extract

GPU-accelerated Python implementation of Stanford OpenIE

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

ipclassifier

Classifies English iambic pentameter poetry by period

melusine

📧 Melusine: Use python to automatize your email processing workflow

autobrewml

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

persian-sentiment-analyzer

This repository contains code and tools for sentiment analysis of Persian customer reviews and feedback. Using Natural Language Processing (NLP) techniques, this project helps you transform Persian customer reviews into interpretable data and gain valuable insights to enhance the shopping experience.

topmost

A Topic Modeling System Toolkit (ACL 2024 Demo)

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.

nlpaeg

Natural Language Processing for Artificial Error Generation

torchness

PyTorch tools, layers, encoders, MOTorch framework for NN model management