BCG-X-Official / facet
Human-explainable AI.
☆514Updated 11 months ago
Alternatives and similar repositories for facet:
Users that are interested in facet are comparing it to the libraries listed below
- DeltaPy - Tabular Data Augmentation (by @firmai)☆541Updated last year
- Fast SHAP value computation for interpreting tree-based models☆527Updated last year
- Time should be taken seer-iously☆312Updated last year
- Predict time-series with one line of code.☆414Updated 2 months ago
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆500Updated last month
- Extra blocks for scikit-learn pipelines.☆1,291Updated this week
- DataFrame support for scikit-learn.☆62Updated last year
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆498Updated 3 months ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆424Updated 7 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,373Updated last month
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,275Updated 6 months ago
- Luminaire is a python package that provides ML driven solutions for monitoring time series data.☆768Updated 11 months ago
- A Python package for causal inference in quasi-experimental settings☆941Updated this week
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,928Updated 3 weeks ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆422Updated 4 months ago
- data⎰describe: Pythonic EDA Accelerator for Data Science☆298Updated last year
- A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.☆467Updated last year
- machine learning with logical rules in Python☆625Updated 11 months ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆624Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆268Updated 3 weeks ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.