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9.1. Strategies to scale computationally: bigge...
algorithm 9.1.1.1. Streaming instances # Basically, 1. may be a...documents. 9.1.1.3. Incremental learning # Finally, for 3. we have...scikit-learn.org/stable/computing/scaling_strategies.html -
2.9. Neural network models (unsupervised) — sci...
belief nets” , G. Hinton, S. Osindero, Y.-W. Teh, 2006 “Training...= \frac{1}{1 + e^{-x}}\] 2.9.1.3. Stochastic Maximum Likelihood...scikit-learn.org/stable/modules/neural_networks_unsupervised.html -
Cross decomposition — scikit-learn 1.7.2 docume...
top Ctrl + K GitHub Choose version Cross decomposition # Examples...concerning the sklearn.cross_decomposition module. Compare cross decomposition...scikit-learn.org/stable/auto_examples/cross_decomposition/index.html -
Perceptron — scikit-learn 1.7.2 documentation
0.001 , shuffle = True , verbose = 0 , eta0 = 1.0 , n_jobs =...penalty {‘l2’,’l1’,’elasticnet’}, default=None The penalty (aka regularization...scikit-learn.org/stable/modules/generated/sklearn.linear_model.Perceptron.html -
MultiTaskLasso — scikit-learn 1.7.2 documentation
], [ 1 , 2 ], [ 2 , 4 ]], [[ 0 , 0 ], [ 1 , 1 ], [ 2 , 3 ]]) ...MultiTaskLasso(alpha=0.1) >>> print ( clf . coef_ ) [[0. 0.60809415]...scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLasso.html -
TweedieRegressor — scikit-learn 1.7.2 documenta...
intercept ). link {‘auto’, ‘identity’, ‘log’}, default=’auto’ The link...np.float64(0.839) >>> clf . coef_ array([0.599, 0.299]) >>> clf...scikit-learn.org/stable/modules/generated/sklearn.linear_model.TweedieRegressor.html -
locally_linear_embedding — scikit-learn 1.7.2 d...
solver. method {‘standard’, ‘hessian’, ‘modified’, ‘ltsa’}, default=’standard’...distances. eigen_solver {‘auto’, ‘arpack’, ‘dense’}, default=’auto’...scikit-learn.org/stable/modules/generated/sklearn.manifold.locally_linear_embedding.html -
3.3. Tuning the decision threshold for class pr...
, 0.06 ], [0.0416, 0.9583], [0.0416, 0.9583]]) >>> classifier...make_classification ( ... n_samples = 1_000 , weights = [ 0.1 , 0.9 ], random_state...scikit-learn.org/stable/modules/classification_threshold.html -
Digg - Handmade by human hands using machines
the core. Technology at the edges. We’re building a human-first...invite only. Digg what you love. Discover what's next. Digg is where...www.digg.com/ -
1.14. Semi-supervised learning — scikit-learn 1...
gamma. knn ( \(1[x' \in kNN(x)]\) ). \(k\) is specified by keyword...|x-y|^2), \gamma > 0\) ). \(\gamma\) is specified by keyword gamma....scikit-learn.org/stable/modules/semi_supervised.html