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

alexnet-pytorch

An improved version of the AlexNet model, adding parameter initialization from ResNet.

promptcue

Prompt Intent Classifier

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.

alicia

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

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.

llm-classifier

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

mlstclassifier-cd

multi-locus sequence type clade classifier for C.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.

naivebayesclassifier

yet another general purpose naive bayesian classifier

shapley

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

opfython

Python-Inspired Optimum-Path Forest Classifier

classifier-checker

Classifier-checker validates configured classifiers for you!

whatenc

Text encoding type 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

Data Mining package implementing the PrevhClassifier algorithm.

text2class

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

edgeml-pytorch

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

pyaudioprocessing

Audio processing-feature extraction and building machine learning models from audio data.

simplefilter

Python module for image convolution and ML classification.