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mkdocs.yml
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site_name: mlxtend
site_url: http://rasbt.github.io/mlxtend
site_author: Sebastian Raschka
site_description: A library consisting of useful tools and extensions for the day-to-day data science tasks.
repo_url: https://github.com/rasbt/mlxtend
repo_name: GitHub
edit_uri: docs/sources/user_guide/
#include_search: true # not necessary for this theme
docs_dir: sources
theme:
name: null
custom_dir: 'custom_theme/'
markdown_extensions:
- tables
- fenced_code
- mdx_math:
enable_dollar_delimiter: True #for use of inline $..$
extra_javascript:
- https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML
- mathjaxhelper.js
extra_css:
- cinder/css/base.css
- cinder/css/bootstrap-custom.css
- cinder/css/bootstrap-custom.min.css
- cinder/css/cinder.css
- cinder/css/font-awesome-4.0.3.css
- cinder/css/highlight.css
copyright: Copyright © 2014-2022 <a href="http://sebastianraschka.com">Sebastian Raschka</a>
google_analytics: ['UA-38457794-2', 'rasbt.github.io/mlxtend/']
nav:
- Home: index.md
- User Guide:
- USER_GUIDE_INDEX.md
- classifier:
- user_guide/classifier/Adaline.md
- user_guide/classifier/EnsembleVoteClassifier.md
- user_guide/classifier/LogisticRegression.md
- user_guide/classifier/MultiLayerPerceptron.md
- user_guide/classifier/OneRClassifier.md
- user_guide/classifier/Perceptron.md
- user_guide/classifier/SoftmaxRegression.md
- user_guide/classifier/StackingClassifier.md
- user_guide/classifier/StackingCVClassifier.md
- cluster:
- user_guide/cluster/Kmeans.md
- data:
- user_guide/data/autompg_data.md
- user_guide/data/boston_housing_data.md
- user_guide/data/iris_data.md
- user_guide/data/loadlocal_mnist.md
- user_guide/data/make_multiplexer_dataset.md
- user_guide/data/mnist_data.md
- user_guide/data/three_blobs_data.md
- user_guide/data/wine_data.md
- evaluate:
- user_guide/evaluate/accuracy_score.md
- user_guide/evaluate/bias_variance_decomp.md
- user_guide/evaluate/bootstrap.md
- user_guide/evaluate/bootstrap_point632_score.md
- user_guide/evaluate/BootstrapOutOfBag.md
- user_guide/evaluate/cochrans_q.md
- user_guide/evaluate/combined_ftest_5x2cv.md
- user_guide/evaluate/confusion_matrix.md
- user_guide/evaluate/create_counterfactual.md
- user_guide/evaluate/feature_importance_permutation.md
- user_guide/evaluate/ftest.md
- user_guide/evaluate/GroupTimeSeriesSplit.md
- user_guide/evaluate/lift_score.md
- user_guide/evaluate/mcnemar_table.md
- user_guide/evaluate/mcnemar_tables.md
- user_guide/evaluate/mcnemar.md
- user_guide/evaluate/paired_ttest_5x2cv.md
- user_guide/evaluate/paired_ttest_kfold_cv.md
- user_guide/evaluate/paired_ttest_resampled.md
- user_guide/evaluate/permutation_test.md
- user_guide/evaluate/PredefinedHoldoutSplit.md
- user_guide/evaluate/RandomHoldoutSplit.md
- user_guide/evaluate/scoring.md
- feature_extraction:
- user_guide/feature_extraction/LinearDiscriminantAnalysis.md
- user_guide/feature_extraction/PrincipalComponentAnalysis.md
- user_guide/feature_extraction/RBFKernelPCA.md
- feature_selection:
- user_guide/feature_selection/ColumnSelector.md
- user_guide/feature_selection/ExhaustiveFeatureSelector.md
- user_guide/feature_selection/SequentialFeatureSelector.md
- file_io:
- user_guide/file_io/find_filegroups.md
- user_guide/file_io/find_files.md
- frequent_patterns:
- user_guide/frequent_patterns/apriori.md
- user_guide/frequent_patterns/association_rules.md
- user_guide/frequent_patterns/fpgrowth.md
- user_guide/frequent_patterns/fpmax.md
- image:
- user_guide/image/extract_face_landmarks.md
- user_guide/image/eyepad_align.md
- math:
- user_guide/math/num_combinations.md
- user_guide/math/num_permutations.md
- user_guide/math/vectorspace_dimensionality.md
- user_guide/math/vectorspace_orthonormalization.md
- plotting:
- user_guide/plotting/category_scatter.md
- user_guide/plotting/checkerboard_plot.md
- user_guide/plotting/plot_pca_correlation_graph.md
- user_guide/plotting/ecdf.md
- user_guide/plotting/enrichment_plot.md
- user_guide/plotting/heatmap.md
- user_guide/plotting/plot_confusion_matrix.md
- user_guide/plotting/plot_decision_regions.md
- user_guide/plotting/plot_learning_curves.md
- user_guide/plotting/plot_linear_regression.md
- user_guide/plotting/plot_sequential_feature_selection.md
- user_guide/plotting/scatterplotmatrix.md
- user_guide/plotting/scatter_hist.md
- user_guide/plotting/stacked_barplot.md
- preprocessing:
- user_guide/preprocessing/CopyTransformer.md
- user_guide/preprocessing/DenseTransformer.md
- user_guide/preprocessing/MeanCenterer.md
- user_guide/preprocessing/minmax_scaling.md
- user_guide/preprocessing/one-hot_encoding.md
- user_guide/preprocessing/shuffle_arrays_unison.md
- user_guide/preprocessing/standardize.md
- user_guide/preprocessing/TransactionEncoder.md
- regressor:
- user_guide/regressor/LinearRegression.md
- user_guide/regressor/StackingCVRegressor.md
- user_guide/regressor/StackingRegressor.md
- text:
- user_guide/text/generalize_names.md
- user_guide/text/generalize_names_duplcheck.md
- user_guide/text/tokenizer.md
- utils:
- user_guide/utils/Counter.md
- API:
- api_subpackages/mlxtend.classifier.md
- api_subpackages/mlxtend.cluster.md
- api_subpackages/mlxtend.data.md
- api_subpackages/mlxtend.evaluate.md
- api_subpackages/mlxtend.feature_extraction.md
- api_subpackages/mlxtend.feature_selection.md
- api_subpackages/mlxtend.file_io.md
- api_subpackages/mlxtend.frequent_patterns.md
- api_subpackages/mlxtend.image.md
- api_subpackages/mlxtend.plotting.md
- api_subpackages/mlxtend.preprocessing.md
- api_subpackages/mlxtend.regressor.md
- api_subpackages/mlxtend.text.md
- api_subpackages/mlxtend.utils.md
- Installation: installation.md
- About:
- Release Notes: CHANGELOG.md
- Code of Conduct: Code-of-Conduct.md
- How To Contribute: CONTRIBUTING.md
- Contributors: contributors.md
- License: license.md
- Citing Mlxtend: cite.md
- Discuss: discuss.md