meelgroup / MLICLinks
A new framework to generate interpretable classification rules
☆18Updated 2 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☆105Updated 2 years ago
- [AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library☆136Updated last year
- Ruleset covering algorithms for transparent machine learning☆110Updated 6 months ago
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- ☆87Updated 5 months ago
- Learning Certifiably Optimal Rule Lists☆176Updated 4 years ago
- scikit-mine : pattern mining in Python☆74Updated 2 years ago
- Using Bayesian inference to mine rule sets☆12Updated 5 years ago
- AutoBazaar: An AutoML System from the Machine Learning Bazaar☆33Updated 4 years ago
- Born-Again Tree Ensembles: Transforms a random forest into a single, minimal-size, tree with exactly the same prediction function in the …☆66Updated 2 years ago
- Python Interface of the Scalable Bayesian Rule Lists☆20Updated 5 years ago
- Resources to learn more about Machine Learning and Artificial Intelligence☆28Updated 4 years ago
- BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.☆31Updated 2 years ago
- ☕ A Python library for gradient-boosted statistical relational models / learning probabilistic relational programs.☆31Updated 3 years ago
- Probabilistic Sequence Mining☆46Updated 7 years ago
- The stream-learn is an open-source Python library for difficult data stream analysis.☆66Updated 3 months ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Easy Nearest Neighbor Estimation of Mutual Information☆38Updated last year
- Extra functionalities for river☆14Updated last year
- ☆35Updated 5 years ago
- CostSensitiveClassification Library in Python☆205Updated 5 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 7 months ago
- https://arxiv.org/abs/2009.01561☆23Updated 3 years ago
- 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
- An automated machine learning tool aimed to facilitate AutoML research.☆102Updated last year
- (Python, R) Cost-sensitive multiclass classification (Weighted-All-Pairs, Filter-Tree & others)☆49Updated 7 months ago
- Supervised Local Modeling for Interpretability☆29Updated 7 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆221Updated 2 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago