Alternatives and similar repositories for alibi-detect:

Users that are interested in alibi-detect are comparing it to the libraries listed below

• SeldonIO / alibi
  Algorithms for explaining machine learning models
  ☆2,488Updated 3 weeks ago
• feature-engine / feature_engine
  Feature engineering package with sklearn like functionality
  ☆2,036Updated this week
• zillow / luminaire
  Luminaire is a python package that provides ML driven solutions for monitoring time series data.
  ☆777Updated last year
• koaning / scikit-lego
  Extra blocks for scikit-learn pipelines.
  ☆1,322Updated last week
• NannyML / nannyml
  nannyml: post-deployment data science in python
  ☆2,055Updated this week
• datamllab / tods
  TODS: An Automated Time-series Outlier Detection System
  ☆1,559Updated last year
• MAIF / shapash
  🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
  ☆2,866Updated this week
• alteryx / evalml
  EvalML is an AutoML library written in python.
  ☆805Updated this week
• scikit-learn-contrib / MAPIE
  A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.
  ☆1,371Updated this week
• stanfordmlgroup / ngboost
  Natural Gradient Boosting for Probabilistic Prediction
  ☆1,697Updated 3 weeks ago
• skrub-data / skrub
  Machine learning with dataframes
  ☆1,366Updated this week
• csinva / imodels
  Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
  ☆1,448Updated last month
• uber / orbit
  A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
  ☆1,964Updated last month
• online-ml / river
  🌊 Online machine learning in Python
  ☆5,294Updated last month
• Renumics / awesome-open-data-centric-ai
  Curated list of open source tooling for data-centric AI on unstructured data.
  ☆717Updated last year
• interpretml / DiCE
  Generate Diverse Counterfactual Explanations for any machine learning model.
  ☆1,398Updated 5 months ago
• deepchecks / deepchecks
  Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…
  ☆3,781Updated last month
• CalculatedContent / WeightWatcher
  The WeightWatcher tool for predicting the accuracy of Deep Neural Networks
  ☆1,577Updated 7 months ago
• salesforce / OmniXAI
  OmniXAI: A Library for eXplainable AI
  ☆915Updated 9 months ago
• arundo / adtk
  A Python toolkit for rule-based/unsupervised anomaly detection in time series
  ☆1,152Updated 8 months ago
• evidentlyai / evidently
  Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…
  ☆6,080Updated this week
• scikit-multiflow / scikit-multiflow
  A machine learning package for streaming data in Python. The other ancestor of River.
  ☆776Updated last year
• linkedin / FastTreeSHAP
  Fast SHAP value computation for interpreting tree-based models
  ☆539Updated last year
• PAIR-code / what-if-tool
  Source code/webpage/demos for the What-If Tool
  ☆946Updated 7 months ago
• oegedijk / explainerdashboard
  Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
  ☆2,373Updated 3 months ago
• manujosephv / pytorch_tabular
  A standard framework for modelling Deep Learning Models for tabular data
  ☆1,486Updated this week
• explainX / explainx
  Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…
  ☆431Updated 8 months ago
• facebookresearch / balance
  The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to s…
  ☆698Updated last month
• 8080labs / ppscore
  Predictive Power Score (PPS) in Python
  ☆1,146Updated 3 months ago
• SauceCat / PDPbox
  python partial dependence plot toolbox
  ☆853Updated 7 months ago