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Permutation Importance vs Random Forest Feature...
['age', 'sibsp', 'parch', 'fare', 'random_num'])], verbose_featur...['age', 'sibsp', 'parch', 'fare', 'random_num'])], verbose_featur...scikit-learn.org/stable/auto_examples/inspection/plot_permutation_importance.html -
Displaying estimators and complex pipelines — s...
('feat0', 'feat2'))]) pipeline-1 ('feat1', 'feat3') SimpleImputer...('feat1', 'feat3')), ('pipeline-2', Pipeline(steps=[('simpleimputer',...scikit-learn.org/stable/auto_examples/miscellaneous/plot_estimator_representation.html -
Comcast transforms consumer experiences using E...
themselves isn't the only hard part," says Dymek. "It's nearly impossible...this process as part of the 'shift left' trend in DevOps today. Put...www.elastic.co/customers/comcast -
Elasticsearch: The Official Distributed Search ...
application/json" -XGET 'http://localhost:9200/social-*/_search' -d '{ "query":...design Being this fast isn't easy. We've implemented inverted indices...www.elastic.co/elasticsearch -
sklearn.datasets.fetch_covtype — scikit-learn 1...
feature_names [: 4 ] ['Elevation', 'Aspect', 'Slope', 'Horizontal_Dis...scikit-learn data is stored in ‘~/scikit_learn_data’ subfolders. download_if_missing...scikit-learn.org/stable/modules/generated/sklearn.datasets.fetch_covtype.html -
sklearn.ensemble.VotingRegressor — scikit-learn...
VotingRegressor ([( 'lr' , r1 ), ( 'rf' , r2 ), ( 'r3' , r3 )]) >>>...set to 'drop' using set_params . Changed in version 0.21: 'drop'...scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingRegressor.html -
sklearn.neighbors.BallTree — scikit-learn 1.4.2...
are - ‘gaussian’ - ‘tophat’ - ‘epanechnikov’ - ‘exponential’ - ‘linear’...‘linear’ - ‘cosine’ Default is kernel = ‘gaussian’ atol float,...scikit-learn.org/stable/modules/generated/sklearn.neighbors.BallTree.html -
6.3. Preprocessing data — scikit-learn 1.4.2 do...
= [[ 'male' , 'from US' , 'uses Safari' ], [ 'female' , 'from...= [[ 'male' , 'from US' , 'uses Safari' ], [ 'female' , 'from...scikit-learn.org/stable/modules/preprocessing.html -
6.2. Feature extraction — scikit-learn 1.4.2 do...
() array([' w', 'ds', 'or', 'pr', 'rd', 's ', 'wo', 'wp'], ...)...array(['and', 'document', 'first', 'is', 'one', 'second', 'the',...scikit-learn.org/stable/modules/feature_extraction.html -
Get started building generative AI search appli...
Hear Elastic's CPO, Ken Exner, discuss Elastic’s pivotal role...combine Elasticsearch's search relevance with OpenAI's ChatGPT question-answering...www.elastic.co/cloud/generative-ai -
sklearn.neural_network.MLPRegressor — scikit-le...
activation {‘identity’, ‘logistic’, ‘tanh’, ‘relu’}, default=’relu’...x) solver {‘lbfgs’, ‘sgd’, ‘adam’}, default=’adam’ The solver...scikit-learn.org/stable/modules/generated/sklearn.neural_network.MLPRegressor.html -
Baba Entertainment uses Elastic for gaming data...
We’re not an IT company, we’re a gaming company....slot machines, we're losing players and we’re losing money,"...www.elastic.co/customer/baba-entertainment -
sklearn.preprocessing.LabelEncoder — scikit-lea...
classes_ ) ['amsterdam', 'paris', 'tokyo'] >>> le . transform...([ 2 , 2 , 1 ])) ['tokyo', 'tokyo', 'paris'] Methods fit (y) Fit...scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html -
Digg Videos News and Trending Stories Around th...
Painted Each Other's Portraits — And The Husband's Work Defies Description...your "Digg Videos" Namespace Let's start populating your Namespace...digg.com/digg-vids -
6.9. Transforming the prediction target (y) — s...
classes_ ) ['amsterdam', 'paris', 'tokyo'] >>> le . transform...([ 2 , 2 , 1 ])) ['tokyo', 'tokyo', 'paris']...scikit-learn.org/stable/modules/preprocessing_targets.html -
Visualizing the stock market structure — scikit...
history for 'AAPL' Fetching quote history for 'AIG' Fetching quote...history for 'AMZN' Fetching quote history for 'AXP' Fetching quote...scikit-learn.org/stable/auto_examples/applications/plot_stock_market.html -
sklearn.model_selection.ParameterGrid — scikit-...
= [{ 'kernel' : [ 'linear' ]}, { 'kernel' : [ 'rbf' ], 'gamma'...'kernel' : 'linear' }, ... { 'kernel' : 'rbf' , 'gamma' : 1 },...scikit-learn.org/stable/modules/generated/sklearn.model_selection.ParameterGrid.html -
Elasticsearch — built on the Elastic Search AI ...
search experiences The industry's most-used vector database, plus...employee search to your teams' needs Build one source of truth...www.elastic.co/enterprise-search -
sklearn.mixture.BayesianGaussianMixture — sciki...
covariance_type {‘full’, ‘tied’, ‘diag’, ‘spherical’}, default=’full’ String...init_params {‘kmeans’, ‘k-means++’, ‘random’, ‘random_from_data’}, default=’kmeans’...scikit-learn.org/stable/modules/generated/sklearn.mixture.BayesianGaussianMixture.html -
Release Highlights for scikit-learn 1.1 — sciki...
['age', 'fare']), ('cat', OneHotEncoder(handle_unknown='ignore', ...['age', 'fare']), ('cat', OneHotEncoder(handle_unknown='ignore', ...scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_1_0.html