Classifier Python Packages

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

pico-type

A tiny byte-level multi-head content classifier (~1.5M params, ~200KB ONNX, <6ms). Classifies code, text, markup, config, images, binary, secrets, 62 code languages, 30 text languages, 90 MIME types from raw bytes — no tokenizer needed.

microsoft-minilm-l12-h384-uncased

A library that leverages the pre-trained microsoft_MiniLM-L12-H384-uncased model for efficient and lightweight text classification tasks, with a focus on English. The library offers easy-to-use fine-tuning capabilities, making it suitable for rapid deployment in resource-constrained environments.

xlm-roberta-base-fine-tuning-text-classifier-lux

A library that leverages pre-trained XLM-RoBERTa models for multilingual text classification (French, German, English, and Luxembourgish) with easy-to-use fine-tuning capabilities.

llm-classifier

Structured LLM based classification, clustering and extraction framework that works with all major API providers

alexnet-pytorch

An PyTorch implementation AlexNet.Simple, easy to use and efficient

bert-fine-tuning-text-classifier-lux

A library that leverages pre-trained BERT models for multilingual text classification (French, German, English, Luxembourgish) with fine-tuning capabilities.

mlstclassifier-cd

multi-locus sequence type clade classifier for Clostridioides difficile

text-classifier-based-openai-community-gpt2

A library that leverages the pre-trained openai-community/gpt2 model for multilingual text classification (French, German, and English), providing straightforward fine-tuning capabilities for sequence classification tasks.

alicia

A CLI to download, create, modify, train, test, predict and compare an image classifiers.

naivebayesclassifier

yet another general purpose naive bayesian classifier.

promptcue

Prompt Intent Classifier

whatenc

Text encoding type classifier

shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

classifier-checker

Classifier-checker validates configured classifiers for you!

pyaudioprocessing

Audio feature extraction and classification

joes-giant-toolbox

A large collection of general python functions and classes that I use in my daily work

text2class

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

opfython

🌳 A Python-inspired implementation of the Optimum-Path Forest classifier.

scikit-psl

Scoring Lists – a probabilistic & incremental extension to Scoring Systems

prevhlib

This package implements the Prevh classification algorithm. Which is a Machine Learning classification algorithm for handling with situation which the kNN can´t be conclusive.

edgeml-pytorch

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.