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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
#include_search: true # not necessary for this theme
docs_dir: sources
theme: mkdocs
theme_dir: cinder
#theme_dir: 'custom_theme'
site_favicon: favicon.ico
markdown_extensions:
- extra
- tables
- fenced_code
- mathjax
extra_javascript:
- https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML
- mathjaxhelper.js
#extra_css:
# - extra.css
copyright: Copyright © 2014-2016 <a href="http://sebastianraschka.com">Sebastian Raschka</a>
google_analytics: ['UA-38457794-2', 'rasbt.github.io/mlxtend/']
pages:
- Home: index.md
- User Guide:
- USER_GUIDE_INDEX.md
- classifier:
- user_guide/classifier/EnsembleVoteClassifier.md
- user_guide/classifier/StackingClassifier.md
- user_guide/classifier/StackingCVClassifier.md
- user_guide/classifier/Perceptron.md
- user_guide/classifier/Adaline.md
- user_guide/classifier/LogisticRegression.md
- user_guide/classifier/SoftmaxRegression.md
- user_guide/classifier/MultiLayerPerceptron.md
- tf_classifier:
- user_guide/tf_classifier/TfMultiLayerPerceptron.md
- user_guide/tf_classifier/TfSoftmaxRegression.md
- regressor:
- user_guide/regressor/LinearRegression.md
- user_guide/regressor/StackingRegressor.md
- tf_regressor:
- user_guide/tf_regressor/TfLinearRegression.md
- feature_selection:
- user_guide/feature_selection/SequentialFeatureSelector.md
- user_guide/feature_selection/ExhaustiveFeatureSelector.md
- user_guide/feature_selection/ColumnSelector.md
- feature_extraction:
- user_guide/feature_extraction/PrincipalComponentAnalysis.md
- user_guide/feature_extraction/LinearDiscriminantAnalysis.md
- user_guide/feature_extraction/RBFKernelPCA.md
- cluster:
- user_guide/cluster/Kmeans.md
- tf_cluster:
- user_guide/tf_cluster/TfKmeans.md
- evaluate:
- user_guide/evaluate/confusion_matrix.md
- user_guide/evaluate/mcnemar_table.md
- user_guide/evaluate/mcnemar.md
- user_guide/evaluate/lift_score.md
- user_guide/evaluate/scoring.md
- preprocessing:
- user_guide/preprocessing/MeanCenterer.md
- user_guide/preprocessing/minmax_scaling.md
- user_guide/preprocessing/shuffle_arrays_unison.md
- user_guide/preprocessing/standardize.md
- user_guide/preprocessing/one-hot_encoding.md
- user_guide/preprocessing/OnehotTransactions.md
- user_guide/preprocessing/DenseTransformer.md
- user_guide/preprocessing/CopyTransformer.md
- data:
- user_guide/data/autompg_data.md
- user_guide/data/boston_housing_data.md
- user_guide/data/iris_data.md
- user_guide/data/mnist_data.md
- user_guide/data/loadlocal_mnist.md
- user_guide/data/wine_data.md
- user_guide/data/three_blobs_data.md
- association:
- user_guide/association/apriori.md
- file_io:
- user_guide/file_io/find_filegroups.md
- user_guide/file_io/find_files.md
- plotting:
- user_guide/plotting/plot_decision_regions.md
- user_guide/plotting/plot_learning_curves.md
- user_guide/plotting/plot_sequential_feature_selection.md
- user_guide/plotting/plot_confusion_matrix.md
- user_guide/plotting/plot_linear_regression.md
- user_guide/plotting/category_scatter.md
- user_guide/plotting/enrichment_plot.md
- user_guide/plotting/stacked_barplot.md
- user_guide/plotting/checkerboard_plot.md
- math:
- user_guide/math/num_combinations.md
- user_guide/math/num_permutations.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
- general concepts:
- user_guide/general_concepts/activation-functions.md
- user_guide/general_concepts/gradient-optimization.md
- user_guide/general_concepts/linear-gradient-derivative.md
- user_guide/general_concepts/regularization-linear.md
- API:
- api_subpackages/mlxtend.classifier.md
- api_subpackages/mlxtend.tf_classifier.md
- api_subpackages/mlxtend.data.md
- api_subpackages/mlxtend.evaluate.md
- api_subpackages/mlxtend.feature_selection.md
- api_subpackages/mlxtend.feature_extraction.md
- api_subpackages/mlxtend.cluster.md
- api_subpackages/mlxtend.tf_cluster.md
- api_subpackages/mlxtend.file_io.md
- api_subpackages/mlxtend.plotting.md
- api_subpackages/mlxtend.preprocessing.md
- api_subpackages/mlxtend.regressor.md
- api_subpackages/mlxtend.tf_regressor.md
- api_subpackages/mlxtend.text.md
- api_subpackages/mlxtend.utils.md
- Installation: installation.md
- About:
- Release Notes: changelog.md
- How To Contribute: contributing.md
- Contributors: contributors.md
- License: license.md
- Citing Mlxtend: cite.md