Fuminides / ex-fuzzy
A Python library for explainable AI using approximate reasoning
☆23Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for ex-fuzzy
- An automated machine learning tool aimed to facilitate AutoML research.☆96Updated 2 months ago
- subgroups is a python library which contains a collection of subgroup discovery algorithms and other data analysis utilities.☆25Updated 2 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆51Updated last year
- scikit-mine : pattern mining in Python☆72Updated last year
- Comparative analysis of pairwise interactions in multivariate time series.☆207Updated 2 months ago
- A build-it-yourself AutoML Framework☆68Updated 3 weeks ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆17Updated last year
- Rule Extraction Methods for Interactive eXplainability☆41Updated 2 years ago
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆47Updated this week
- EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.☆92Updated 3 weeks ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆72Updated 2 weeks ago
- Library for streaming data and incremental learning algorithms.☆21Updated 8 months ago
- Critical difference diagrams with Python and Tikz☆22Updated last month
- ☆117Updated this week
- Python Meta-Feature Extractor package.☆126Updated 5 months ago
- A Python package housing a collection of deep-learning multi-modal data fusion method pipelines! From data loading, to training, to evalu…☆161Updated last month
- A library of Reversible Data Transforms☆121Updated this week
- Public home of pycorels, the python binding to CORELS☆75Updated 4 years ago
- An algorithm for learning optimal decision trees, with Python interface☆61Updated last year
- ☆48Updated last year
- AntroPy: entropy and complexity of (EEG) time-series in Python☆302Updated last year
- Hierarchical divisive clustering algorithm execution, visualization and Interactive visualization.☆45Updated 3 weeks ago
- Metrics to evaluate quality and efficacy of synthetic datasets.☆212Updated this week
- Automated Tool for Optimized Modelling☆154Updated 4 months ago
- A Python package for process-mining with DECLARE models.☆15Updated 5 months ago
- A library for Time Series EDA (exploratory data analysis)☆68Updated 3 months ago
- Effector - a Python package for global and regional effect methods☆54Updated this week
- This python code estimates conditional mutual information (CMI) and mutual information (MI) for discrete and/or continuous variables usin…☆33Updated 3 years ago
- Makes Weka algorithms available in scikit-learn, by using python-weka-wrapper3 under the hood.☆16Updated 4 months ago
- A python package for finding causal functional connectivity from neural time series observations.☆15Updated 11 months ago