sktime / skbase
Base classes for creating scikit-learn-like parametric objects, and tools for working with them.
☆22Updated this week
Alternatives and similar repositories for skbase:
Users that are interested in skbase are comparing it to the libraries listed below
- A multiverse of Prophet models for timeseries☆42Updated this week
- tsbootstrap: generate bootstrapped time series samples in Python☆77Updated 2 months ago
- A Library for Conformal Hyperparameter Tuning☆28Updated this week
- A mixture density network, by PyTorch, for scikit-learn☆22Updated last month
- ☆52Updated this week
- Powerful add-ons for PyMC☆93Updated this week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆90Updated 3 weeks ago
- skchange provides sktime-compatible change detection and changepoint-based anomaly detection algorithms☆22Updated this week
- ☆101Updated this week
- Efficient matrix representations for working with tabular data☆120Updated this week
- A Python library for vine copula models☆96Updated 2 weeks ago
- Exploring and eliciting probability distributions☆108Updated this week
- Rethinking machine learning pipelines☆28Updated 2 months ago
- implementation of Cyclic Boosting machine learning algorithms☆89Updated 4 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆255Updated this week
- Probabilistic prediction with XGBoost.☆102Updated 6 months ago
- Tools for diagnostics and assessment of (machine learning) models☆33Updated 2 months ago
- sktime workshops & tutorials☆13Updated 3 years ago
- Fast window operations☆38Updated 7 months ago
- Quantile Regression Forests compatible with scikit-learn.☆222Updated this week
- Forecast evaluation library☆53Updated 3 weeks ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆20Updated last week
- Elo ratings for global black box derivative-free optimizers☆137Updated last year
- ☆46Updated 2 weeks ago
- Meta-heuristic optimisation suite for python☆46Updated last year
- Fast implementations of common forecasting routines☆33Updated this week
- sktime enhancement proposals☆7Updated 3 weeks ago
- A Python Package for Probabilistic Prediction☆22Updated 3 years ago
- Pydata talk - Football Analytics Using Hierarchical Bayesian Models in PyMC☆26Updated 3 years ago