alexeyignatiev / xreasonLinks
XReason - formal reasoning about explanations for ML models
☆17Updated 2 months ago
Alternatives and similar repositories for xreason
Users that are interested in xreason are comparing it to the libraries listed below
Sorting:
- Python package for Sentential Decision Diagrams (SDD)☆63Updated 5 months ago
- csl: PyTorch-based Constrained Learning☆12Updated 3 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…☆34Updated 3 months ago
- ☆33Updated 3 years ago
- The Python PSDD Package☆17Updated 3 weeks ago
- Tensorflow implementation for the Class-wise Selective Rationalization☆14Updated 2 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- DL2 is a framework that allows training neural networks with logical constraints over numerical values in the network (e.g. inputs, out…☆86Updated last year
- Manipulate NNF (Negation Normal Form) logical sentences☆18Updated 2 years ago
- VNN Neural Network Verification Competition 2021☆36Updated 4 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆30Updated last year
- ☆10Updated 3 years ago
- Local explanations with uncertainty 💐!☆40Updated 2 years ago
- ☆46Updated last year
- Clover: Closed-Loop Verifiable Code Generation☆35Updated 2 months ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- Github for the NIPS 2020 paper "Learning outside the black-box: at the pursuit of interpretable models"☆15Updated 2 years ago
- Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.☆50Updated 2 years ago
- ☆37Updated 9 months ago
- Fair Empirical Risk Minimization (FERM)☆37Updated 4 years ago
- Versatile Verification of Tree Ensembles☆18Updated last year
- XAI-Bench is a library for benchmarking feature attribution explainability techniques☆70Updated 2 years ago
- [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…☆27Updated 6 years ago
- [NeurIPS'24] Grammar-Aligned Decoding: An algorithm to constrain LLMs' outputs without distorting its original distribution☆21Updated 6 months ago
- bayesian lime☆17Updated last year
- OpenXAI : Towards a Transparent Evaluation of Model Explanations☆247Updated 11 months ago
- Neural Network Enumeration Tool☆34Updated 2 years ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆20Updated 2 years ago
- Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)☆83Updated 2 years ago
- Safety Verification of Deep Neural Networks☆50Updated 7 years ago