sktime / skbaseLinks
Base classes for creating scikit-learn-like parametric objects, and tools for working with them.
☆26Updated this week
Alternatives and similar repositories for skbase
Users that are interested in skbase are comparing it to the libraries listed below
Sorting:
- A multiverse of Prophet models for timeseries☆52Updated this week
- tsbootstrap: generate bootstrapped time series samples in Python☆79Updated last week
- skchange provides sktime-compatible change detection and changepoint-based anomaly detection algorithms☆32Updated last week
- A mixture density network, by PyTorch, for scikit-learn☆23Updated 6 months ago
- Fast implementations of common forecasting routines☆39Updated last week
- A Library for Conformal Hyperparameter Tuning☆30Updated 2 weeks ago
- ☆49Updated 6 months ago
- Tools for diagnostics and assessment of (machine learning) models☆38Updated 3 months ago
- Efficient matrix representations for working with tabular data☆121Updated last week
- Helper functions to plot, evaluate, preprocess and engineer features for forecasting☆72Updated this week
- ☆48Updated 5 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆111Updated last month
- Integrated tool for model development and validation☆30Updated last month
- ☆116Updated this week
- Powerful add-ons for PyMC☆105Updated this week
- Conformal Prediction-Based Global and Model Agnostic Explainability for Classification tasks.☆25Updated 4 months ago
- A framework for calibration measurement of binary probabilistic models☆28Updated last year
- Presentation materials for PyMC Statespace☆23Updated 9 months ago
- An extension of Py-Boost to probabilistic modelling☆23Updated 2 years ago
- A Python Package for Probabilistic Prediction☆22Updated 4 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 11 months ago
- Toolkit to forge scikit-learn compatible estimators☆19Updated 3 weeks ago
- Rethinking machine learning pipelines☆31Updated 7 months ago
- Bayesian time series forecasting and decision analysis☆115Updated 2 years ago
- Conformal Anomaly Detection☆48Updated this week
- Quantile Regression Forests compatible with scikit-learn.☆231Updated this week
- Elo ratings for global black box derivative-free optimizers☆141Updated 4 months ago
- Gaussian Process Model Building Interface☆51Updated 3 months ago
- Generalized additive models in Python with a Bayesian twist☆78Updated last year
- Repository for the explanation method Calibrated Explanations (CE)☆66Updated last month