Alternatives and similar repositories for shapkit

Users that are interested in shapkit are comparing it to the libraries listed below

• KaryFramling / py-ciu
  Explainable Artificial Intelligence through Contextual Importance and Utility
  ☆28Updated 3 months ago
• csinva / imodelsX
  Interpret text data with LLMs (sklearn compatible).
  ☆175Updated 3 months ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆128Updated 2 years ago
• py-why / pywhyllm
  Experimental library integrating LLM capabilities to support causal analyses
  ☆278Updated this week
• noklam / dtype_diet
  Tries to shrink your Pandas column dtypes with no data loss so you have more spare RAM
  ☆60Updated last year
• dcai-course / dcai-course
  Introduction to Data-Centric AI, MIT IAP 2024 🤖
  ☆105Updated 6 months ago
• MNoichl / opinionated
  Opinionated provides simple, clean stylesheets for plotting with matplotlib and seaborn.
  ☆121Updated last year
• Moffran / calibrated_explanations
  Repository for the explanation method Calibrated Explanations (CE)
  ☆71Updated last week
• PySloth / pysloth
  A Python Package for Probabilistic Prediction
  ☆22Updated 4 years ago
• g8a9 / ferret
  A python package for benchmarking interpretability techniques on Transformers.
  ☆215Updated last year
• apple / ml-calibration
  relplot: Utilities for measuring calibration and plotting reliability diagrams
  ☆176Updated 2 months ago
• helliun / causal-chains
  Library for creating causal chains using language models.
  ☆81Updated 2 years ago
• fpgdubost / bstrap
  Bootstrap hypothesis testing Python Package. Bootstrapping is a simple method to compute statistics over your custom metrics, using only …
  ☆15Updated 4 years ago
• donlapark / coverforest
  A simple and fast sklearn-compatible conformal predictions with random forests for both classification and regression tasks.
  ☆44Updated 5 months ago
• RianneSchouten / pyampute
  Missing data amputation and exploration functions for Python
  ☆72Updated 3 years ago
• poloclub / timbertrek
  Explore and compare 1K+ accurate decision trees in your browser!
  ☆169Updated last year
• ivanlen / pipreqsnb
  pipreqs with jupyter notebook support
  ☆71Updated 2 years ago
• ubc-systopia / treeFarms
  Trees FAst RashoMon Sets
  ☆44Updated 7 months ago
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆143Updated 3 years ago
• tblume1992 / MFLES
  ☆115Updated last year
• jacopotagliabue / dag-card-is-the-new-model-card
  Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.
  ☆30Updated 4 years ago
• tml-tuebingen / nshap
  Python package to compute interaction indices that extend the Shapley Value. AISTATS 2023.
  ☆18Updated 2 years ago
• tblume1992 / ConformalImpact
  Causal Impact but with MFLES and conformal prediction intervals
  ☆33Updated last year
• interpretml / slicer
  Unified slicing for all Python data structures.
  ☆37Updated 5 months ago
• RickardKarl / causal-falsify
  causal-falsify: A Python library with algorithms for falsifying unconfoundedness assumption in a composite dataset from multiple sources.
  ☆36Updated last month
• aangelopoulos / ppi_py
  A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.
  ☆272Updated 4 months ago
• se-jaeger / conformal-data-cleaning
  Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…
  ☆24Updated last year
• google-research / python-graphs
  A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.
  ☆339Updated 2 years ago
• code4me-me / code4me
  Two Automatic code completion IDE extensions for @JetBrains and @microsoft/vscode based on Transformer-based large language models for so…
  ☆56Updated last year
• koaning / sentence-models
  A different, but useful, textcat approach.
  ☆18Updated last year