ostojanovic / causalMLLinks
☆33Updated last year
Alternatives and similar repositories for causalML
Users that are interested in causalML are comparing it to the libraries listed below
Sorting:
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆157Updated last month
- Repository for the explanation method Calibrated Explanations (CE)☆70Updated this week
- Forecasting: principles and practice in python☆197Updated 2 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆193Updated 3 weeks ago
- Lecture Notes on Statistical Inference☆77Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆42Updated 2 months ago
- Integrated tool for model development and validation☆33Updated 3 weeks ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆191Updated 2 months ago
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆108Updated this week
- A resource list for causality in statistics, data science and physics☆266Updated last month
- Quantile Regression Forests compatible with scikit-learn.☆249Updated last week
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Updated 9 months ago
- ☆50Updated 2 months ago
- Nonlinear Nonparametric Statistics☆97Updated this week
- Repository for the book Machine Learning Learning Beyond Point Predictions: Uncertainty Quantification, by Rafael Izbicki.☆32Updated 5 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆19Updated last year
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆226Updated last year
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆278Updated 3 months ago
- Repository containing the code of the projects presented in my personal website.☆45Updated this week
- Bayesian time series forecasting and decision analysis☆119Updated 2 years ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆114Updated 2 months ago
- Conformal Anomaly Detection☆51Updated this week
- Examples of conformal prediction. Manual calculation, and using the MAPIE package.☆22Updated 2 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆53Updated 6 months ago
- ☆23Updated last year
- ☆131Updated this week
- Unstructured Code with interesting analysis☆36Updated last year
- ☆14Updated 9 months ago
- Presentation materials for PyMC Statespace☆25Updated last year
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆80Updated last week