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

postrule

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

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.

iguanas

Lightning-fast Python library for generating, evaluating, selecting, and optimizing interpretable rules.

qrules

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

xcsf

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

skillner

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

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.

organize-tool

The file management automation tool.

rutextnorm

Fast Russian Text normalization for TTS using only RegEx.

ruleskit

Generic rule package for rule-based algorithms

russian-tts-normalization

Fast Russian Text normalization for TTS using only RegEx.

xrlint

A linter for xarray datasets.

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.

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

expertsystem

Rule based particle reaction problem solver on a quantum number level

uniparser-morph

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

informal-detector

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

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.

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.

cebpostagger

Rule-Based Cebuano POS Tagger Using Constraint-Based Grammar and Affixing Rules

pickbuckets

Portable, human-readable bucketing rules for Python data workflows.

acvt45

ACV is a library that provides robust and accurate explanations for machine learning models