New feature support for DataFrameConnector, NormalizedFrequencyEncode…

…r & NormalizedLabelEncoder; CTGAN Optimization and Performance Enhancements. (#247) * 1 * q * 1 * 1 * test * 可选encoder * 进度说明 * 修复bug，归一化 * 100k * 100k * 1ktest * 1ktest * 1ktest * 1ktest * test * 1 * 1ktest * 1ktest * 1 * test * 1ktest * Rfecv * Rfecv * Rfecv * Rfecv * 1 * param * test * test * test * test * test * test * remove unused * test * batched * remove * Update dataframe_connector.py * fix typo * fix * fix * Update data_transformer.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * test * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * doc * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update .gitignore * Update sdgx/data_connectors/dataframe_connector.py Co-authored-by: Zhongsheng Ji <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update document * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Zhongsheng Ji <[email protected]>
hitsz-ids · Dec 2, 2024 · 6c9ecd1 · 6c9ecd1
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diff --git a/.gitignore b/.gitignore
@@ -248,6 +248,7 @@ cython_debug/
 #  and can be added to the global gitignore or merged into this file.  For a more nuclear
 #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
 .idea/
+.run/
 
 # End of https://www.toptal.com/developers/gitignore/api/macos,emacs,python
 

diff --git a/docs/source/user_guides/library.rst b/docs/source/user_guides/library.rst
@@ -69,6 +69,7 @@ So you can modify the metadata of your dataset before fit model.
     from sdgx.data_models.metadata import Metadata
     metadata = Metadata.from_dataframe(df)
 
+Click `here <https://github.com/hitsz-ids/synthetic-data-generator/blob/main/example/sdgx_example_metadata.ipynb>`_ to find more examples for metadata.
 
 Use :ref:`Synthesizer <Synthesizer>` to generate synthetic data
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@@ Expand Up / @@ -248,6 +248,7 @@ cython_debug/ @@
     #  and can be added to the global gitignore or merged into this file.  For a more nuclear
     #  option (not recommended) you can uncomment the following to ignore the entire idea folder.
     .idea/
+    .run/
     # End of https://www.toptal.com/developers/gitignore/api/macos,emacs,python
@@ Expand Down @@