sklearn-expertsys
by tmadl
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
AI summary
Decision rule classifier
A scikit-learn wrapper for interpretable classifiers based on decision rules
- stars
- 489
- forks
- 72
- watching
- 23
- awesome lists
- 3
Similar projects
Found by comparing what the projects do, not just their names.
Rule-based classifier
A Python machine learning module that generates logical rules to predict class labels with high precision
Machine Learning Tutorial
Tutorials and materials for learning machine learning with Python using popular libraries like scikit-learn.
Semi-supervised trainer
A framework for training semi-supervised machine learning models using various techniques
Text classifier
A Python package implementing an interpretable machine learning model for text classification with visualization tools
Multi-label classifier library
A Python module for multi-label learning tasks using various scientific Python packages and following the scikit-learn API.
Human decision analysis
An analysis project exploring human decision-making under Prospect Theory using machine learning and natural language data from Mechanical Turkers.
ML framework
Enables machine learning with scikit-learn in OCaml
Classifier explainer
An open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles.
Hybrid forest
An implementation of a hybrid machine learning algorithm combining neural networks, boosting, and random forests.
Feature set processor
Supports operations on sets of features in machine learning
csinva/imodels1.4K
Interpretable model library
An open-source package that provides interpretable machine learning models compatible with scikit-learn.
Classifier explainer
An R package for providing explanations of predictions made by black box classifiers.
Machine Learning Library
A comprehensive Python module for machine learning built on top of SciPy
Classification tutorial
An educational resource providing hands-on examples and exercises for learning classification algorithms using Python.
Sequence classifier
A toolkit for building sequence classification models in Python
Featured in 3 awesome lists
Each link jumps to the spot where the list mentions sklearn-expertsys.
