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Version 1.0 — scikit-learn 1.8.0 document...
Version 1.0.1 # October 2021 Fixed models...Version 1.0.0 of scikit-learn requires python 3.7+, numpy 1.14.6+...scikit-learn.org/stable/whats_new/v1.0.html -
1.8. Cross decomposition — scikit-learn 1...
CCA and PLSSVD 1.8.1. PLSCanonical # We here describe...subtract the rank-1 approximations: \(X_{k+1} = X_k - \xi_k \gamma_k^T\)...scikit-learn.org/stable/modules/cross_decomposition.html -
12.1. Array API support (experimental) — ...
1.1. Enabling array API support #...'numpy.ndarray'> 12.1.2.1. PyTorch Support # PyTorch Tensors...scikit-learn.org/stable/modules/array_api.html -
1.2. Linear and Quadratic Discriminant Analysis...
equal to \(\frac{1}{n - 1} X_k^TX_k = \frac{1}{n - 1} V S^2 V^T\)...\frac{1}{(2\pi)^{d/2} |\Sigma_k|^{1/2}}\exp\left(-\frac{1}{2} (x-\mu_k)^T...scikit-learn.org/stable/modules/lda_qda.html -
Release Highlights for scikit-learn 1.1 —...
0 1.0 1 0.0 0.0 1.0 2 1.0 0.0 0.0 3 0.0 1.0 0.0 Performance...Highlights for scikit-learn 1.1 # We are pleased to announce...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html -
Version 1.1 — scikit-learn 1.8.0 document...
Version 1.1.0 # May 2022 Minimal dependencies # Version 1.1.0 of...#23273 by Thomas Fan . Version 1.1.1 # May 2022 Changelog # Enhancement...scikit-learn.org/stable/whats_new/v1.1.html -
Release Highlights for scikit-learn 1.0 —...
scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...import make_pipeline y = [ 1 , 0 , 1 ] pipe = make_pipeline ( preprocessor...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_0_0.html -
5.1. Partial Dependence and Individual Conditio...
1.1. Partial dependence plots # Partial..., learning_rate = 1.0 , ... max_depth = 1 , random_state = 0...scikit-learn.org/stable/modules/partial_dependence.html -
Release Highlights for scikit-learn 1.7 —...
deprecated:: 1.8 `penalty` was deprecated in version 1.8 and will...with `0 = l1_ratio = 1`. Setting `l1_ratio=1` gives a pure L1-penalty,...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_7_0.html -
1.12. Multiclass and multioutput algorithms ...
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,...scikit-learn.org/stable/modules/multiclass.html