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LightGBM/docs/Python-API.rst

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[docs] move wiki to Read the Docs (#945) * fixed Python-API references * moved Features section to ReadTheDocs * fixed index of ReadTheDocs * moved Experiments section to ReadTheDocs * fixed capital letter * fixed citing * moved Parallel Learning section to ReadTheDocs * fixed markdown * fixed Python-API * fixed link to Quick-Start * fixed gpu docker README * moved Installation Guide from wiki to ReadTheDocs * removed references to wiki * fixed capital letters in headings * hotfixes * fixed non-Unicode symbols and reference to Python API * fixed citing references * fixed links in .md files * fixed links in .rst files * store images locally in the repo * fixed missed word * fixed indent in Experiments.rst * fixed 'Duplicate implicit target name' message which is successfully resolved by adding anchors * less verbose * prevented maito: ref creation * fixed indents * fixed 404 * fixed 403 * fixed 301 * fixed fake anchors * fixed file extentions * fixed Sphinx warnings * added StrikerRUS profile link to FAQ * added henry0312 profile link to FAQ
2017-10-07 18:43:58 +03:00
Python API
==========
docs: build python docs from source files (#491)
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[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. currentmodule:: lightgbm
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
Data Structure API
docs: build python docs from source files (#491)
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------------------
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. autosummary::
:toctree: pythonapi/
docs: build python docs from source files (#491)
2017-05-05 06:38:35 +03:00
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
Dataset
Booster
[python] add return_cvbooster flag to cv func and publish _CVBooster (#283,#2105,#1445) (#3204) * [python] add return_cvbooster flag to cv function and rename _CVBooster to make public (#283,#2105) * [python] Reduce expected metric of unit testing * [docs] add the CVBooster to the documentation * [python] reflect the review comments - Add some clarifications to the documentation - Rename CVBooster.append to make private - Decrease iteration rounds of testing to save CI time - Use CVBooster as root member of lgb * [python] add more checks in testing for cv Co-authored-by: Nikita Titov <nekit94-08@mail.ru> * [python] add docstring for instance attributes of CVBooster Co-authored-by: Nikita Titov <nekit94-08@mail.ru> * [python] fix docstring Co-authored-by: Nikita Titov <nekit94-08@mail.ru> Co-authored-by: Nikita Titov <nekit94-08@mail.ru>
2020-08-02 19:03:32 +03:00
CVBooster
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
Training API
------------
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. autosummary::
:toctree: pythonapi/
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
train
cv
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
Scikit-learn API
docs: build python docs from source files (#491)
2017-05-05 06:38:35 +03:00
----------------
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. autosummary::
:toctree: pythonapi/
docs: build python docs from source files (#491)
2017-05-05 06:38:35 +03:00
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
LGBMModel
LGBMClassifier
LGBMRegressor
LGBMRanker
docs: build python docs from source files (#491)
2017-05-05 06:38:35 +03:00
[dask][docs] initial setup for Dask docs (#3822) * initial Dask docs * fix MRO * address review comments
2021-01-25 05:58:52 +03:00
Dask API
--------
.. autosummary::
:toctree: pythonapi/
DaskLGBMClassifier
DaskLGBMRegressor
DaskLGBMRanker
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
Callbacks
---------
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. autosummary::
:toctree: pythonapi/
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
early_stopping
print_evaluation
record_evaluation
reset_parameter
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
Plotting
--------
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
.. autosummary::
:toctree: pythonapi/
docs: improve python api documents on Read the Docs (#500)
2017-05-07 12:06:41 +03:00
[docs] 🎨 Sphinx Autosummary for generating Python-API documentation (#2286) * 🎨 `sphinx.ext.autosummary` for generating Python-API summaries Add `docs/.gitignore` to not track autosummary stubs Add `sphinx.ext.autosummary` in `docs/conf.py` Add 'members' and 'inherited-members' as default parameters Add 'autosummary = True' for setting output with `:toctree:` Add `.. autosummary::` tags to replace `.. autoclass::` Previously the `Python-API.rst` dumped all of the Python API onto a single page. This replaces the Python-API documentation with an index listing all modules, and paginates all functions and classes onto separate pages. * ✏️ Corrections following feedback Drop `docs/.gitignore` to use the general `.gitignore` Add `show-inheritance` to `autodoc_default_flags` in `docs/conf.py` Fix `both` to `class` in `autoclass_content` in `docs/conf.py` * ✏️ Replacing deprecated Sphinx parameter Fix deprecated `autodoc_default_flags` to `autodoc_default_options` * ✏️ Adding `autodoc_default_flags` in to support early Sphinx versions Add `autodoc_default_flags` with parameters from `autodoc_default_options`
2019-07-27 14:59:51 +03:00
plot_importance
plot_split_value_histogram
plot_metric
plot_tree
create_tree_digraph
[python] Allow to register custom logger in Python-package (#3820) * centralize Python-package logging in one place * continue * fix test name * removed unused import * enhance test * fix lint * hotfix test * workaround for GPU test * remove custom logger from Dask-package * replace one log func with flags by multiple funcs
2021-01-24 23:37:45 +03:00
Utilities
---------
.. autosummary::
:toctree: pythonapi/
register_logger