Classifier Python Packages

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

errant

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

emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

promptcue

Prompt Intent Classifier

alicia

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

whatenc

Text encoding type classifier

alexnet-pytorch

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

opfython

Python-Inspired Optimum-Path Forest Classifier

scikit-psl

Probabilistic Scoring List classifier

joes-giant-toolbox

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

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.

llm-classifier

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

shapley

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

mlstclassifier-cd

multi-locus sequence type clade classifier for Clostridioides difficile

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.

pyaudioprocessing

Audio feature extraction and classification

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.

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.

naivebayesclassifier

yet another general purpose naive bayesian classifier.

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.

hqc

A Scikit-learn Python Package for the Helstrom Quantum Centroid Classifier

simplefilter

Python module for image convolution and ML classification.

classifier-checker

Classifier-checker validates configured classifiers for you!

edgeml-pytorch

PyTorch code for ML algorithms for edge devices developed at Microsoft Research India.