BCG-X-Official / facet
Human-explainable AI.
☆520Updated last year
Alternatives and similar repositories for facet:
Users that are interested in facet are comparing it to the libraries listed below
- DataFrame support for scikit-learn.☆63Updated last year
- Fast SHAP value computation for interpreting tree-based models☆539Updated last year
- A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels f…☆505Updated last month
- Extra blocks for scikit-learn pipelines.☆1,327Updated last week
- machine learning with logical rules in Python☆634Updated last year
- Time should be taken seer-iously☆315Updated 2 years ago
- Natural Intelligence is still a pretty good idea.☆809Updated 9 months ago
- Improving XGBoost survival analysis with embeddings and debiased estimators☆335Updated 7 months ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆428Updated 3 months ago
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are look…☆430Updated 8 months ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆636Updated 3 months ago
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,311Updated 10 months ago
- DeltaPy - Tabular Data Augmentation (by @firmai)☆543Updated last year
- AutoML for causal inference.☆220Updated 4 months ago
- Combining tree-boosting with Gaussian process and mixed effects models☆601Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,451Updated 2 months ago
- Machine learning with dataframes☆1,378Updated this week
- EvalML is an AutoML library written in python.☆807Updated 2 weeks ago
- A Python package for causal inference in quasi-experimental settings☆980Updated this week
- Monitor the stability of a Pandas or Spark dataframe ⚙︎☆500Updated 3 months ago
- A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.☆1,965Updated 2 months ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- python partial dependence plot toolbox☆853Updated 8 months ago
- Bias Auditing & Fair ML Toolkit☆715Updated last month
- Data Quality assessment with one line of code☆440Updated last month
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,401Updated 5 months ago
- Multiple Imputation with LightGBM in Python☆377Updated 9 months ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML☆759Updated 9 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆613Updated last year
- Predict time-series with one line of code.☆421Updated 6 months ago