Rule Based Python Packages

edsnlp

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

ja-sentence-segmenter

japanese sentence segmentation library for python

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.

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

skillner

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

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.

qrules

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

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

ruleskit

Generic rule package for rule-based algorithms

pytsetlinmachine

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

expertsystem

Rule based particle reaction problem solver on a quantum number level

uniparser-morph

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

xrlint

A linter for xarray datasets.

informal-detector

Python package for detecting informal Persian text using regular expressions and rule-based methods

dendra

The graduated-autonomy primitive for production classification. Rules graduate to LLM, then to in-process ML, through statistically-gated phase transitions. The rule stays as the safety floor

finomaly

A rule-based and machine learning-based anomaly detection library for financial transactions.

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.

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.

cebpostagger

Rule-Based Cebuano POS Tagger using Constraint-Based Grammar

slotminer

Tool for slot extraction from text

tamilsandhi-toolkit

An open source Python library for handling sandhi errors in Tamil