crillab / pyxai
PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).
☆29Updated 2 months ago
Alternatives and similar repositories for pyxai:
Users that are interested in pyxai are comparing it to the libraries listed below
- A Python Library for modeling combinatorial constrained problems☆63Updated this week
- XReason - formal reasoning about explanations for ML models☆16Updated last year
- ☆26Updated 11 months ago
- A toolbox for logical and probabilistic reasoning, StarAI, ILP and Program synthesis☆23Updated 3 years ago
- mETRICS - rEproducible sofTware peRformance analysIs in perfeCt Simplicity☆11Updated last month
- ☆16Updated 2 years ago
- ☆37Updated 2 months ago
- Python interface for SWI-Prolog☆44Updated this week
- 🍀 A system for probabilistic reasoning in clingo☆15Updated 6 months ago
- Experimentation framework for Popper☆21Updated 8 months ago
- Constraint Solver ACE☆28Updated this week
- Manipulate NNF (Negation Normal Form) logical sentences☆17Updated 2 years ago
- Tool for learning linear temporal logic formulas using combinatorial approach☆14Updated last week
- Python implementation of the main algorithms of the Learning From Interpretation Transitions (LFIT) framework☆13Updated 6 months ago
- d4 Model Counter☆15Updated last year
- SAT Heritage: a community-driven effort for archiving, building and running more than thousand SAT solvers☆38Updated 2 years ago
- Python package for Sentential Decision Diagrams (SDD)☆55Updated 2 months ago
- Differentiable probabilistic answer set programming☆18Updated 2 months ago
- Empirical Model Learning Library☆19Updated last year
- SAT-based miner of smallest size decision sets☆12Updated 3 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- Entry to model counting competition 2021.☆20Updated 6 months ago
- C. Hocquette and A. Cropper, Learning programs with magic values.☆18Updated 2 years ago
- A tool for explainability and debugging in Answer Set Programming.☆13Updated 2 months ago
- Top-down induction of first-order logical decision trees: master AI thesis implementation☆23Updated 4 years ago
- Python Bindings for the Probabilistic Model Checker Storm☆32Updated this week
- Constraint Programming and Modeling library in Python, based on numpy, with direct solver access.☆243Updated this week
- Exact optimization for cost function networks and additive graphical models☆52Updated this week
- Discrete Optimization is a python library to ease the definition and re-use of discrete optimization problems and solvers.☆44Updated last month
- Performance analyzer for Iterative Optimization Heuristics.☆17Updated 7 months ago