rizbicki / UQ4MLLinks
Repository for the book Machine Learning Learning Beyond Point Predictions: Uncertainty Quantification, by Rafael Izbicki.
☆32Updated 6 months ago
Alternatives and similar repositories for UQ4ML
Users that are interested in UQ4ML are comparing it to the libraries listed below
Sorting:
- ☆34Updated last year
- Repositório contendo materiais de estudo sobre Predição Conforme.☆31Updated last year
- Practical Guide to Applied Conformal Prediction, published by Packt☆195Updated 2 months ago
- Methods and tools for multistep-ahead time series conformal prediction.☆44Updated 3 weeks ago
- Forecasting: principles and practice in python☆203Updated 2 years ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆227Updated last year
- ☆50Updated 3 months ago
- Quantile Regression Forests compatible with scikit-learn.☆251Updated this week
- Lecture Notes on Statistical Inference☆77Updated last year
- Python implementation of binary and multi-class Venn-ABERS calibration☆191Updated 3 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆19Updated last year
- Integrated tool for model development and validation☆33Updated 2 months ago
- Conformal Locally Valid interval-Estimates for Regression☆17Updated last year
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆115Updated 3 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆71Updated last week
- The repository to showcase the best framework for tabular data - the Awesome CatBoost☆280Updated 4 months ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆160Updated 2 weeks ago
- ☆28Updated 4 months ago
- Conformal Anomaly Detection☆51Updated 3 weeks ago
- Repository containing the code of the projects presented in my personal website.☆45Updated this week
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆26Updated 11 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆56Updated 7 months ago
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆110Updated last week
- This is the repository for the Python library mlsynth☆53Updated last week
- The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems☆53Updated 4 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆23Updated 10 months ago
- A Library for Conformal Hyperparameter Tuning☆104Updated last month
- Developing Hierarchical Models for Sports Analytics☆21Updated 11 months ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆80Updated 3 weeks ago
- Testing hypotheses through statistical models opens a universe of new possibilities. Learn how to improve your daily work with this appro…☆87Updated 2 weeks ago