Crisp-Unimib / MERLINLinks
MERLIN is a global, model-agnostic, contrastive explainer for any tabular or text classifier. It provides contrastive explanations of how the behaviour of two machine learning models differs.
☆19Updated 2 years ago
Alternatives and similar repositories for MERLIN
Users that are interested in MERLIN are comparing it to the libraries listed below
Sorting:
- A Natural Language Interface to Explainable Boosting Machines☆69Updated last year
- ☆24Updated 2 years ago
- Effector - a Python package for global and regional effect methods☆117Updated 3 weeks ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆242Updated 5 months ago
- Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document …☆186Updated last year
- Interpret text data with LLMs (sklearn compatible).☆173Updated 2 months ago
- Fact checking baseline combining dense retrieval and textual entailment☆30Updated 4 months ago
- Course for Interpreting ML Models☆52Updated 2 years ago
- A python package for benchmarking interpretability techniques on Transformers.☆214Updated last year
- Editing machine learning models to reflect human knowledge and values☆128Updated 2 years ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆126Updated 2 years ago
- Streamline scikit-learn model comparison.☆143Updated 3 years ago
- causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.☆36Updated 3 weeks ago
- Extending Conformal Prediction to LLMs☆68Updated last year
- Hierarchical Uniform Manifold Approximation and Projection☆239Updated 10 months ago
- A lightweight library for Bayesian analysis of LLM evals (ICML 2025 Spotlight Position Paper)☆21Updated 7 months ago
- Course repository for the session "Hands-on Transformers: Fine-Tune your own BERT and GPT" of the Data Science Summer School 2023☆90Updated 2 years ago
- ☆21Updated 8 months ago
- Resources for Machine Learning Explainability☆86Updated last year
- Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models.☆222Updated 3 years ago
- Mixture of Decision Trees for Interpretable Machine Learning☆11Updated 4 years ago
- The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification …☆73Updated 2 years ago
- Fuzzy Topic Models☆26Updated last year
- Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.☆18Updated 2 years ago
- Gain clues from clustering!☆318Updated last year
- Opinionated provides simple, clean stylesheets for plotting with matplotlib and seaborn.☆121Updated last year
- 💫 SpaCy wrapper for ConceptNet 💫☆95Updated 2 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- Chance-corrected Agreement Coefficients☆28Updated last year