Getting Started — scikit-learn 1.7.2 documentation
The purpose of this guide is to illustrate some of the main features of scikit-learn. It assumes basic working knowledge of machine learning practices (model fitting, predicting, cross-validation, etc.).
scikit-learn: machine learning in Python — scikit-learn 1.7.2 …
scikit-learn Machine Learning in Python Getting Started Release Highlights for 1.7
User Guide — scikit-learn 1.7.2 documentation
Jan 1, 2010 · 9. Computing with scikit-learn 9.1. Strategies to scale computationally: bigger data 9.1.1. Scaling with instances using out-of-core learning 9.2. Computational Performance 9.2.1. …
scikit-learn Tutorials — scikit-learn 1.4.2 documentation
Statistical learning: the setting and the estimator object in scikit-learn Supervised learning: predicting an output variable from high-dimensional observations
1. Supervised learning — scikit-learn 1.7.2 documentation
Jan 1, 2010 · Linear Models- Ordinary Least Squares, Ridge regression and classification, Lasso, Multi-task Lasso, Elastic-Net, Multi-task Elastic-Net, Least Angle Regression, LARS Lasso, …
Examples — scikit-learn 1.7.2 documentation
This is the gallery of examples that showcase how scikit-learn can be used. Some examples demonstrate the use of the API in general and some demonstrate specific applications in …
An introduction to machine learning with scikit-learn
scikit-learn comes with a few standard datasets, for instance the iris and digits datasets for classification and the diabetes dataset for regression. In the following, we start a Python …
14. External Resources, Videos and Talks - scikit-learn
The MOOC, created and maintained by some of the scikit-learn core-contributors, is free of charge and is designed to help learners of all levels master machine learning using scikit …
Gaussian Processes regression: basic introductory example - scikit …
Gaussian Processes regression: basic introductory example # A simple one-dimensional regression example computed in two different ways: A noise-free case A noisy case with …
scikit-learn: machine learning in Python — scikit-learn 1.5.0 …
scikit-learn: machine learning in Python — scikit-learn 1.5.0 documentation