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

rutextnorm

Fast Russian Text normalization for TTS using only RegEx.

yasbd-lib

A high-accuracy, multilingual rule-based Sentence Boundary Detector (SBD) with a drop-in adapter for pysbd, delivering faster and more accurate sentence segmentation.

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.

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

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.

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

xrlint

A linter for xarray datasets

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

uniparser-morph

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

cebpostagger

Rule-Based Cebuano POS Tagger using Constraint-Based Grammar

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

dendra

Fast and scalable neuronal fiber and network simulator. Implement and train high-throughput CPU- and GPU-compatible models.

expertsystem

Rule based particle reaction problem solver on a quantum number level

russian-tts-normalization

Fast Russian Text normalization for TTS using only RegEx.

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.

tokenizesentences

Tiny, dependency-free English sentence tokenizer.