{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/3846","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/3846/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/3846/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/3846/events","html_url":"https://github.com/scikit-learn/scikit-learn/issues/3846","id":48503177,"node_id":"MDU6SXNzdWU0ODUwMzE3Nw==","number":3846,"title":"Add examples to class docs","user":{"login":"MechCoder","id":1867024,"node_id":"MDQ6VXNlcjE4NjcwMjQ=","avatar_url":"https://avatars3.githubusercontent.com/u/1867024?v=4","gravatar_id":"","url":"https://api.github.com/users/MechCoder","html_url":"https://github.com/MechCoder","followers_url":"https://api.github.com/users/MechCoder/followers","following_url":"https://api.github.com/users/MechCoder/following{/other_user}","gists_url":"https://api.github.com/users/MechCoder/gists{/gist_id}","starred_url":"https://api.github.com/users/MechCoder/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/MechCoder/subscriptions","organizations_url":"https://api.github.com/users/MechCoder/orgs","repos_url":"https://api.github.com/users/MechCoder/repos","events_url":"https://api.github.com/users/MechCoder/events{/privacy}","received_events_url":"https://api.github.com/users/MechCoder/received_events","type":"User","site_admin":false},"labels":[{"id":12995770,"node_id":"MDU6TGFiZWwxMjk5NTc3MA==","url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Documentation","name":"Documentation","color":"0b02e1","default":false},{"id":12995769,"node_id":"MDU6TGFiZWwxMjk5NTc2OQ==","url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Easy","name":"Easy","color":"02d7e1","default":false},{"id":723598741,"node_id":"MDU6TGFiZWw3MjM1OTg3NDE=","url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/good%20first%20issue","name":"good first issue","color":"7057ff","default":true},{"id":723599497,"node_id":"MDU6TGFiZWw3MjM1OTk0OTc=","url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/help%20wanted","name":"help wanted","color":"33aa3f","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/milestones/32","html_url":"https://github.com/scikit-learn/scikit-learn/milestone/32","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/milestones/32/labels","id":4207540,"node_id":"MDk6TWlsZXN0b25lNDIwNzU0MA==","number":32,"title":"0.22","description":"","creator":{"login":"rth","id":630936,"node_id":"MDQ6VXNlcjYzMDkzNg==","avatar_url":"https://avatars0.githubusercontent.com/u/630936?v=4","gravatar_id":"","url":"https://api.github.com/users/rth","html_url":"https://github.com/rth","followers_url":"https://api.github.com/users/rth/followers","following_url":"https://api.github.com/users/rth/following{/other_user}","gists_url":"https://api.github.com/users/rth/gists{/gist_id}","starred_url":"https://api.github.com/users/rth/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rth/subscriptions","organizations_url":"https://api.github.com/users/rth/orgs","repos_url":"https://api.github.com/users/rth/repos","events_url":"https://api.github.com/users/rth/events{/privacy}","received_events_url":"https://api.github.com/users/rth/received_events","type":"User","site_admin":false},"open_issues":48,"closed_issues":17,"state":"open","created_at":"2019-04-07T15:20:26Z","updated_at":"2019-10-03T07:59:15Z","due_on":null,"closed_at":null},"comments":75,"created_at":"2014-11-12T12:06:19Z","updated_at":"2019-10-05T08:32:09Z","closed_at":null,"author_association":"MEMBER","body":"Most of the docs in classes lack examples. It would be great to add one or two examples similar to this, http://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html\r\n![image](https://user-images.githubusercontent.com/449558/42726195-f31a227c-8755-11e8-8156-57ecf714614c.png)\r\n"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/538629793","html_url":"https://github.com/scikit-learn/scikit-learn/issues/3846#issuecomment-538629793","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/3846","id":538629793,"node_id":"MDEyOklzc3VlQ29tbWVudDUzODYyOTc5Mw==","user":{"login":"pspachtholz","id":28532213,"node_id":"MDQ6VXNlcjI4NTMyMjEz","avatar_url":"https://avatars2.githubusercontent.com/u/28532213?v=4","gravatar_id":"","url":"https://api.github.com/users/pspachtholz","html_url":"https://github.com/pspachtholz","followers_url":"https://api.github.com/users/pspachtholz/followers","following_url":"https://api.github.com/users/pspachtholz/following{/other_user}","gists_url":"https://api.github.com/users/pspachtholz/gists{/gist_id}","starred_url":"https://api.github.com/users/pspachtholz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/pspachtholz/subscriptions","organizations_url":"https://api.github.com/users/pspachtholz/orgs","repos_url":"https://api.github.com/users/pspachtholz/repos","events_url":"https://api.github.com/users/pspachtholz/events{/privacy}","received_events_url":"https://api.github.com/users/pspachtholz/received_events","type":"User","site_admin":false},"created_at":"2019-10-05T08:32:09Z","updated_at":"2019-10-05T08:32:09Z","author_association":"CONTRIBUTOR","body":"This is the current list of classes that might need examples:\r\n```\r\nbase.BaseEstimator\r\nbase.BiclusterMixin\r\nbase.ClassifierMixin\r\nbase.ClusterMixin\r\nbase.DensityMixin\r\nbase.RegressorMixin\r\nbase.TransformerMixin\r\ncluster.OPTICS\r\ncompose.ColumnTransformer\r\ncovariance.OAS\r\ndecomposition.DictionaryLearning\r\ndecomposition.MiniBatchDictionaryLearning\r\ndecomposition.SparseCoder\r\nensemble.BaggingClassifier\r\nensemble.BaggingRegressor\r\nensemble.ExtraTreesClassifier\r\nensemble.ExtraTreesRegressor\r\nensemble.GradientBoostingClassifier\r\nensemble.GradientBoostingRegressor\r\nensemble.IsolationForest\r\nensemble.RandomTreesEmbedding\r\nexceptions.ChangedBehaviorWarning\r\nexceptions.ConvergenceWarning\r\nexceptions.DataConversionWarning\r\nexceptions.DataDimensionalityWarning\r\nexceptions.EfficiencyWarning\r\nexceptions.NonBLASDotWarning\r\nexceptions.UndefinedMetricWarning\r\nfeature_extraction.text.TfidfTransformer\r\nfeature_selection.SelectFromModel\r\ngaussian_process.kernels.CompoundKernel\r\ngaussian_process.kernels.ConstantKernel\r\ngaussian_process.kernels.DotProduct\r\ngaussian_process.kernels.ExpSineSquared\r\ngaussian_process.kernels.Exponentiation\r\ngaussian_process.kernels.Hyperparameter\r\ngaussian_process.kernels.Kernel\r\ngaussian_process.kernels.Matern\r\ngaussian_process.kernels.PairwiseKernel\r\ngaussian_process.kernels.Product\r\ngaussian_process.kernels.RBF\r\ngaussian_process.kernels.RationalQuadratic\r\ngaussian_process.kernels.Sum\r\ngaussian_process.kernels.WhiteKernel\r\nimpute.IterativeImputer\r\ninspection.PartialDependenceDisplay\r\nmetrics.RocCurveDisplay\r\nmixture.BayesianGaussianMixture\r\nmixture.GaussianMixture\r\nmulticlass.OneVsRestClassifier\r\nmulticlass.OneVsOneClassifier\r\nmulticlass.OutputCodeClassifier\r\nmultioutput.ClassifierChain\r\nmultioutput.MultiOutputRegressor\r\nmultioutput.MultiOutputClassifier\r\nmultioutput.RegressorChain\r\nneighbors.BallTree\r\nneighbors.DistanceMetric\r\nneighbors.KDTree\r\nneighbors.KernelDensity\r\nneighbors.LocalOutlierFactor\r\nneural_network.MLPClassifier\r\nneural_network.MLPRegressor\r\npreprocessing.FunctionTransformer\r\nsvm.LinearSVC\r\ntree.ExtraTreeClassifier\r\ntree.ExtraTreeRegressor\r\nutils.Memory\r\nutils.Parallel\r\n\r\n```"}}
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