meelgroup / MLICLinks
A new framework to generate interpretable classification rules
☆18Updated 3 years ago
Alternatives and similar repositories for MLIC
Users that are interested in MLIC are comparing it to the libraries listed below
Sorting:
- repository for R library "sbrlmod"☆25Updated last year
- Optimal Sparse Decision Trees☆108Updated 2 years ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- Ruleset covering algorithms for transparent machine learning☆111Updated 8 months ago
- Using Bayesian inference to mine rule sets☆12Updated 6 years ago
- [AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library☆136Updated last year
- Learning Certifiably Optimal Rule Lists☆176Updated 4 years ago
- scikit-mine : pattern mining in Python☆74Updated 2 years ago
- A toolbox for logical and probabilistic reasoning, StarAI, ILP and Program synthesis☆23Updated 4 years ago
- Probabilistic Sequence Mining☆46Updated 7 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆223Updated last month
- incremental CART decision tree, based on the hoeffding tree i.e. very fast decision tree (VFDT), which is proposed in this paper "Mining …☆104Updated 5 years ago
- https://arxiv.org/abs/2009.01561☆23Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆79Updated 5 years ago
- Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the …☆67Updated 2 years ago
- simple customizable risk scores in python☆142Updated 2 years ago
- The stream-learn is an open-source Python library for difficult data stream analysis.☆66Updated 5 months ago
- Resources to learn more about Machine Learning and Artificial Intelligence☆28Updated 4 years ago
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆33Updated 4 years ago
- Random Forest model using Hellinger Distance as split criterion☆33Updated 2 years ago
- Supervised Local Modeling for Interpretability☆29Updated 7 years ago
- Python implementation of the rulefit algorithm☆440Updated 2 years ago
- PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or c…☆39Updated 3 weeks ago
- Python Interface of the Scalable Bayesian Rule Lists☆20Updated 6 years ago
- Python application to setup and run streaming (contextual) bandit experiments.☆83Updated 5 months ago
- CostSensitiveClassification Library in Python☆205Updated 5 years ago
- Practical ideas on securing machine learning models☆37Updated 4 years ago
- Extra functionalities for river☆14Updated last year
- ☆88Updated 7 months ago
- Algorithms for detecting changes from a data stream.☆119Updated 7 years ago