IBM / lale
Library for Semi-Automated Data Science
☆335Updated 6 months ago
Alternatives and similar repositories for lale:
Users that are interested in lale are comparing it to the libraries listed below
- Interpretability and explainability of data and machine learning models☆1,671Updated 3 weeks ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆169Updated last year
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆426Updated last month
- A machine learning package for streaming data in Python. The other ancestor of River.☆773Updated last year
- OpenML AutoML Benchmarking Framework☆426Updated this week
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆259Updated 7 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆277Updated this week
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆164Updated last month
- Fast SHAP value computation for interpreting tree-based models☆535Updated last year
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 4 years ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,388Updated 4 months ago
- An automated machine learning tool aimed to facilitate AutoML research.☆96Updated 6 months ago
- DeltaPy - Tabular Data Augmentation (by @firmai)☆543Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆799Updated 2 years ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆427Updated 7 months ago
- Public home of pycorels, the python binding to CORELS☆77Updated 4 years ago
- python partial dependence plot toolbox☆851Updated 6 months ago
- Source code/webpage/demos for the What-If Tool☆942Updated 6 months ago
- Data Analysis Baseline Library☆726Updated 3 months ago
- A library that implements fairness-aware machine learning algorithms☆125Updated 4 years ago
- A Python package for modular causal inference analysis and model evaluations☆761Updated this week
- Recipes for Driverless AI☆245Updated this week
- A toolkit that streamlines and automates the generation of model cards☆431Updated last year
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆348Updated 2 months ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆286Updated last year
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆206Updated 4 months ago
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆468Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.☆210Updated last month
- Coarse-grained lineage and tracing for machine learning pipelines.☆467Updated 2 years ago
- The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning produc…☆610Updated last year