Rule Based Python Packages

edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

acv-dev

ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.

ja-sentence-segmenter

japanese sentence segmentation library for python

xcsf

XCSF learning classifier system: rule-based evolutionary machine learning

organize-tool

The file management automation tool.

acv-exp

ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.

skillner

A (smart) rule based NLP module to extract job skills from text

qrules

Rule-based particle reaction problem solver on a quantum number level

ruleskit

Generic rule package for rule-based algorithms

rita-dsl

A Domain Specific Language (DSL) for building language patterns. These can be later compiled into spaCy patterns, pure regex, or any other format

pytsetlinmachine

Implements the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, Weighted Tsetlin Machine, and Embedding Tsetlin Machine, with support for continuous features, multigranularity, clause indexing, and literal budget

uniparser-morph

Rule-based, linguist-friendly (and rather slow) morphological analysis

expertsystem

Rule based particle reaction problem solver on a quantum number level

xrlint

A linter for xarray datasets

pytsetlinmachineparallel

Multi-threaded implementation of the Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features and multigranularity.

informal-detector

A Python package to check if a text is informal Persian.

finomaly

Finomaly is an open-source Python library designed to detect unusual transactions and anomalies in financial data. It supports both rule-based and machine learning-based methods.

acvt45

ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any model or data and different Shapley Values for tree-based models.

slotminer

Tool for slot extraction from text

cebpostagger

Rule-Based Cebuano POS Tagger using Constraint-Based Grammar

tamilsandhi-toolkit

A Python library to detect and correct Tamil Sandhi errors using rule-based methods.