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Integrated HypEx, Updated Tutorials, Improved Docs, and Removed Legac…
…y Code (#170) hypex separation
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Tutorials | ||
========= | ||
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This section contains tutorials for both **LightAutoML** and **HypEx**, covering a wide range of use cases from basic model training to advanced hypothesis testing. | ||
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LightAutoML Tutorials | ||
--------------------- | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: Contents | ||
:caption: Core Features | ||
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tutorials/Tutorial_1_basics.nblink | ||
tutorials/Tutorial_2_WhiteBox_AutoWoE.nblink | ||
tutorials/Tutorial_3_sql_data_source.nblink | ||
tutorials/Tutorial_4_NLP_Interpretation.nblink | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: Advanced Topics | ||
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tutorials/Tutorial_5_uplift.nblink | ||
tutorials/Tutorial_6_custom_pipeline.nblink | ||
tutorials/Tutorial_7_ICE_and_PDP_interpretation.nblink | ||
tutorials/Tutorial_8_CV_preset.nblink | ||
tutorials/Tutorial_9_neural_networks.nblink | ||
tutorials/Tutorial_10_relational_data_with_star_scheme.nblink | ||
tutorials/Tutorial_11_time_series.nblink | ||
tutorials/Tutorial_12_Matching.nblink | ||
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HypEx Tutorials | ||
--------------- | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: A/B and A/A Testing | ||
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tutorials/Tutorial_12_AA_Test.nblink | ||
tutorials/Tutorial_13_AA_Test_multigroup_split.nblink | ||
tutorials/Tutorial_14_AB_Test.nblink | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: Matching | ||
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tutorials/Tutorial_15_Matching.nblink | ||
tutorials/Tutorial_16_Matching_without_replacement.nblink | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
:caption: Modeling and Testing Limits | ||
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tutorials/Tutorial_17_Modeling_Limit_Distribution.nblink | ||
tutorials/Tutorial_18_Test_Limit_Distribution.nblink |
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{ | ||
"path": "../../../examples/tutorials/Tutorial_12_AA_Test.ipynb", | ||
"extra-media": [ | ||
"../../../imgs" | ||
] | ||
} |
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"path": "../../../examples/tutorials/Tutorial_13_AA_Test_multigroup_split.ipynb", | ||
"extra-media": [ | ||
"../../../imgs" | ||
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{ | ||
"path": "../../../examples/tutorials/Tutorial_14_AB_Test.ipynb", | ||
"extra-media": [ | ||
"../../../imgs" | ||
] | ||
} |
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{ | ||
"path": "../../../examples/tutorials/Tutorial_15_Matching.ipynb", | ||
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docs/pages/tutorials/Tutorial_16_Matching_without_replacement.nblink
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"path": "../../../examples/tutorials/Tutorial_16_Matching_without_replacement.ipynb", | ||
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docs/pages/tutorials/Tutorial_17_Modeling_Limit_Distribution.nblink
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{ | ||
"path": "../../../examples/tutorials/Tutorial_17_Modeling_Limit_Distribution.ipynb", | ||
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docs/pages/tutorials/Tutorial_18_Test_Limit_Distribution.nblink
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{ | ||
"path": "../../../examples/tutorials/Tutorial_18_Test_Limit_Distribution.ipynb", | ||
"extra-media": [ | ||
"../../../imgs" | ||
] | ||
} |
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