TRR318 / scikit-psl
Scoring Lists – a probabilistic & incremental extension to Scoring Systems
☆16Updated last month
Alternatives and similar repositories for scikit-psl:
Users that are interested in scikit-psl are comparing it to the libraries listed below
- Advanced choice modeling with multidimensional utility representations.☆12Updated 10 months ago
- Specificy, execute and monitor performances of active learning pipelines.☆22Updated 6 months ago
- Pairwise Difference Learning (PDL) is a meta-learning framework that leverages pairwise differences to transform multiclass problems into…☆19Updated this week
- The PyExperimenter is a tool for the automatic execution of experiments, e.g. for machine learning (ML), capturing corresponding results …☆35Updated this week
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆54Updated 4 months ago
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆17Updated last year
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆72Updated last week
- Multi-Objective Counterfactuals☆41Updated 2 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- ☆76Updated 7 months ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆45Updated 2 years ago
- Shapley Interactions and Shapley Values for Machine Learning☆508Updated this week
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆44Updated last week
- Repository for CARTE: Context-Aware Representation of Table Entries☆122Updated 3 weeks ago
- CAIPI turns LIMEs into trust!☆12Updated 4 years ago
- Public home of pycorels, the python binding to CORELS☆78Updated 4 years ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆87Updated last week
- For calculating global feature importance using Shapley values.☆267Updated this week
- Achieve error-rate fairness between societal groups for any score-based classifier.☆17Updated last year
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆64Updated 2 years ago
- Critical difference diagrams with Python and Tikz☆32Updated 6 months ago
- A build-it-yourself AutoML Framework☆72Updated 5 months ago
- Launching and monitoring Slurm experiments in Python☆18Updated 3 weeks ago
- Tabular In-Context Learning☆58Updated last month
- Trees FAst RashoMon Sets☆38Updated 3 months ago
- In-context Bayesian Optimization☆16Updated 3 months ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆34Updated last year
- [Experimental] Global causal discovery algorithms☆99Updated last month
- Generalized Optimal Sparse Decision Trees☆54Updated last month
- A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data☆17Updated 8 months ago