├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ └── python-app.yml ├── .gitignore ├── LICENSE ├── Notebooks ├── stock │ ├── Stock_Example.ipynb │ └── Stock_advanced_example.ipynb ├── v0_ml │ ├── Github_Page.ipynb │ ├── Pandas_Transformer_Example.ipynb │ ├── cnn.ipynb │ ├── meta.pickle │ ├── momentum trading.ipynb │ ├── pandas.ipynb │ ├── stock prediction with sklearn.ipynb │ ├── stock_query_example.ipynb │ ├── stock_test.ipynb │ ├── t-sne.ipynb │ ├── tmp.tfRecor │ └── tmp.tfRecord └── v1_ml │ ├── introduction.ipynb │ ├── stock_transform.ipynb │ ├── test.tfRecord │ ├── trainX.tfRecord │ └── trainY.tfRecord ├── Plot Gallery.ipynb ├── README.md ├── SECURITY.md ├── Stock Extraction API example.ipynb ├── _config.yml ├── azure-pipelines.yml ├── docs ├── .buildinfo ├── .nojekyll ├── Makefile ├── Plot_Gallery.html ├── Stock_Extraction_API_example.html ├── _images │ ├── output_14_1.png │ ├── output_32_1.png │ ├── output_3_0.png │ ├── stock_10_0.png │ ├── stock_10_1.png │ ├── stock_7_0.png │ ├── stock_advance_3_0.png │ └── stock_advance_8_0.png ├── _modules │ ├── index.html │ └── time_series_transform │ │ ├── io │ │ ├── arrow.html │ │ ├── base.html │ │ ├── feather.html │ │ ├── numpy.html │ │ ├── pandas.html │ │ └── parquet.html │ │ ├── plot │ │ ├── base.html │ │ ├── stock_plot.html │ │ └── time_series_plot.html │ │ ├── sklearn │ │ └── transformer.html │ │ ├── stock_transform │ │ ├── base.html │ │ ├── plot.html │ │ ├── stock_engine │ │ │ └── engine_interface.html │ │ ├── stock_extractor.html │ │ ├── stock_transfromer.html │ │ └── util.html │ │ ├── test │ │ ├── test_stock_base.html │ │ ├── test_tensorflow_adopter.html │ │ └── test_time_series_transform.html │ │ └── transform_core_api │ │ ├── base.html │ │ ├── tensorflow_adopter.html │ │ ├── tfDataset_adopter.html │ │ ├── time_series_transformer.html │ │ └── util.html ├── _sources │ ├── Pandas_Transformer_Example.rst.txt │ ├── Plot_Gallery.rst.txt │ ├── Stock_Example.rst.txt │ ├── Stock_Extraction_API_example.rst.txt │ ├── Stock_advanced_example.rst.txt │ ├── api_documentation.rst.txt │ ├── docs │ │ └── source │ │ │ ├── modules.rst.txt │ │ │ ├── time_series_transform.rst.txt │ │ │ ├── time_series_transform.stock_transform.rst.txt │ │ │ ├── time_series_transform.test.rst.txt │ │ │ └── time_series_transform.transform_core_api.rst.txt │ ├── gallery.rst.txt │ ├── index.rst.txt │ ├── introduction.rst.txt │ ├── modules.rst.txt │ ├── quick_start.rst.txt │ ├── stock_prediction_with_sklearn.rst.txt │ ├── stock_transform.rst.txt │ ├── time_series_transform.io.rst.txt │ ├── time_series_transform.plot.rst.txt │ ├── time_series_transform.rst.txt │ ├── time_series_transform.sklearn.rst.txt │ ├── time_series_transform.stock_transform.rst.txt │ ├── time_series_transform.stock_transform.stock_engine.rst.txt │ └── time_series_transform.transform_core_api.rst.txt ├── _static │ ├── Stock_Gallery.html │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── fonts │ │ ├── FontAwesome.otf │ │ ├── Lato │ │ │ ├── lato-bold.eot │ │ │ ├── lato-bold.ttf │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-bolditalic.eot │ │ │ ├── lato-bolditalic.ttf │ │ │ ├── lato-bolditalic.woff │ │ │ ├── lato-bolditalic.woff2 │ │ │ ├── lato-italic.eot │ │ │ ├── lato-italic.ttf │ │ │ ├── lato-italic.woff │ │ │ ├── lato-italic.woff2 │ │ │ ├── lato-regular.eot │ │ │ ├── lato-regular.ttf │ │ │ ├── lato-regular.woff │ │ │ └── lato-regular.woff2 │ │ ├── Roboto-Slab-Bold.woff │ │ ├── Roboto-Slab-Bold.woff2 │ │ ├── Roboto-Slab-Light.woff │ │ ├── Roboto-Slab-Light.woff2 │ │ ├── Roboto-Slab-Regular.woff │ │ ├── Roboto-Slab-Regular.woff2 │ │ ├── Roboto-Slab-Thin.woff │ │ ├── Roboto-Slab-Thin.woff2 │ │ ├── RobotoSlab │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ └── roboto-slab-v7-regular.woff2 │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ ├── fontawesome-webfont.woff2 │ │ ├── lato-bold-italic.woff │ │ ├── lato-bold-italic.woff2 │ │ ├── lato-bold.woff │ │ ├── lato-bold.woff2 │ │ ├── lato-normal-italic.woff │ │ ├── lato-normal-italic.woff2 │ │ ├── lato-normal.woff │ │ └── lato-normal.woff2 │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ ├── modernizr.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── output_14_1.png │ ├── output_32_1.png │ ├── output_3_0.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── stock_10_0.png │ ├── stock_10_1.png │ ├── stock_7_0.png │ ├── stock_advance_3_0.png │ ├── stock_advance_8_0.png │ ├── underscore-1.3.1.js │ └── underscore.js ├── docs │ └── source │ │ └── modules.html ├── doctrees │ ├── Plot_Gallery.doctree │ ├── Stock_Extraction_API_example.doctree │ ├── docs │ │ └── source │ │ │ └── modules.doctree │ ├── environment.pickle │ ├── gallery.doctree │ ├── index.doctree │ ├── introduction.doctree │ ├── modules.doctree │ ├── stock_transform.doctree │ ├── time_series_transform.doctree │ ├── time_series_transform.io.doctree │ ├── time_series_transform.plot.doctree │ ├── time_series_transform.sklearn.doctree │ ├── time_series_transform.stock_transform.doctree │ ├── time_series_transform.stock_transform.stock_engine.doctree │ └── time_series_transform.transform_core_api.doctree ├── gallery.html ├── genindex.html ├── index.html ├── introduction.html ├── make.bat ├── modules.html ├── objects.inv ├── py-modindex.html ├── search.html ├── searchindex.js ├── source │ ├── Plot_Gallery.rst │ ├── Stock_Extraction_API_example.rst │ ├── conf.py │ ├── docs │ │ └── source │ │ │ └── modules.rst │ ├── gallery.rst │ ├── index.rst │ ├── introduction.rst │ ├── modules.rst │ ├── stock_transform.rst │ ├── time_series_transform.io.rst │ ├── time_series_transform.plot.rst │ ├── time_series_transform.rst │ ├── time_series_transform.sklearn.rst │ ├── time_series_transform.stock_transform.rst │ ├── time_series_transform.stock_transform.stock_engine.rst │ └── time_series_transform.transform_core_api.rst ├── stock_transform.html ├── time_series_transform.html ├── time_series_transform.io.html ├── time_series_transform.plot.html ├── time_series_transform.sklearn.html ├── time_series_transform.stock_transform.html ├── time_series_transform.stock_transform.stock_engine.html └── time_series_transform.transform_core_api.html ├── requirements.txt ├── setup.cfg ├── setup.py └── time_series_transform ├── __init__.py ├── io ├── __init__.py ├── arrow.py ├── base.py ├── feather.py ├── generator.py ├── numpy.py ├── pandas.py └── parquet.py ├── plot ├── __init__.py ├── base.py ├── stock_plot.py └── time_series_plot.py ├── sklearn ├── __init__.py ├── metrics.py └── transformer.py ├── stock_transform ├── __init__.py ├── base.py ├── stock_engine │ ├── __init__.py │ ├── _investing.py │ ├── _yahoo_stock.py │ └── engine_interface.py ├── stock_extractor.py ├── stock_transfromer.py └── util.py ├── test ├── __init__.py ├── test_io.py ├── test_sklearn.py ├── test_stock_base.py ├── test_stock_extract.py ├── test_stock_transform.py ├── 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