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Updated Readme gif (#48)
* Fixed some window related tests but broken commit due to dt multiclass test * All tests passing * Improved structure, fixed tests on windows, updated some files * Fixed some requirements and versions for succesful tests * Splitted normal and dev requirements and put them in docs/ folder * Slightly simplified setup, updated readmes and ran ruff * Users inputted model name formatting and better auto config creater * Slight rewrite of install package command to do a python -m pip install * Removed double file listing * Updated readme with output of the tool * Updated readme * Added test and ruff formatted * Updated Readme and some tiny edits * Tiny adjustments - non code * Expanded testing and some minor adjustments * Added logo and some minor changes * Improved logger setup, removed as function parameter * Added pre commit ruff and pytest hook * Updated ReadMe and moved some tests * Improved Readme and increased default rows in automatic config maker * Added demo in form of a gif to readme * Forgot gif file * Removed file * First attempt to add local explanations * Added Xi correlation * Added best pracrices on some scripts * Updated packages * Added test and started w github actions * Adjusted github workflow file * Updated requirements * Updated github workflow * spelling mistake * Add venv in github actions * Updated github workflow2 * Add specific os runnable * try 1x * try 2x * try 3x * try 4x * try 4x * try 5x * try 5x * try 6x * try 7x * try 8x * try 9x * github workflow fix v1 * github workflow fix v1 * github workflow fix v2 * github workflow fix v2 * github workflow fix v2 * github workflow fix v3 * github workflow fix v3 * github workflow fix v4 * github workflow fix v5 * github workflow fix v6 * github workflow fix v6 * github workflow fix v7 * github workflow fix v8 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v10 * github workflow fix v10 * github workflow fix v10 * github workflow fix v11 * Wrong checksum error possible fix * Removed change might already have been fixed * Slightly changed test which stucks * Attempt fix github workflow * Attempt fix github workflow v2 * Attempt fix github workflow v3 * Attempt fix github workflow v4 * Attempt fix github workflow v5 * Attempt fix github workflow v5 * Attempt fix github workflow v6 * Attempt fix github workflow v7 * Attempt fix github workflow v8 * Updated requirements files * removed double package in requirements * Initial package creation (#44) * Fixed some window related tests but broken commit due to dt multiclass test * All tests passing * Improved structure, fixed tests on windows, updated some files * Fixed some requirements and versions for succesful tests * Splitted normal and dev requirements and put them in docs/ folder * Slightly simplified setup, updated readmes and ran ruff * Users inputted model name formatting and better auto config creater * Slight rewrite of install package command to do a python -m pip install * Removed double file listing * Updated readme with output of the tool * Updated readme * Added test and ruff formatted * Updated Readme and some tiny edits * Tiny adjustments - non code * Expanded testing and some minor adjustments * Added logo and some minor changes * Improved logger setup, removed as function parameter * Added pre commit ruff and pytest hook * Updated ReadMe and moved some tests * Improved Readme and increased default rows in automatic config maker * Added demo in form of a gif to readme * Forgot gif file * Removed file * First attempt to add local explanations * Added Xi correlation * Added best pracrices on some scripts * Updated packages * Added test and started w github actions * Adjusted github workflow file * Updated requirements * Updated github workflow * spelling mistake * Add venv in github actions * Updated github workflow2 * Add specific os runnable * try 1x * try 2x * try 3x * try 4x * try 4x * try 5x * try 5x * try 6x * try 7x * try 8x * try 9x * github workflow fix v1 * github workflow fix v1 * github workflow fix v2 * github workflow fix v2 * github workflow fix v2 * github workflow fix v3 * github workflow fix v3 * github workflow fix v4 * github workflow fix v5 * github workflow fix v6 * github workflow fix v6 * github workflow fix v7 * github workflow fix v8 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v9 * github workflow fix v10 * github workflow fix v10 * github workflow fix v10 * github workflow fix v11 * Wrong checksum error possible fix * Removed change might already have been fixed * Slightly changed test which stucks * Attempt fix github workflow * Attempt fix github workflow v2 * Attempt fix github workflow v3 * Attempt fix github workflow v4 * Attempt fix github workflow v5 * Attempt fix github workflow v5 * Attempt fix github workflow v6 * Attempt fix github workflow v7 * Attempt fix github workflow v8 * Updated requirements files * removed double package in requirements * Making it a true cli tool * Added option for clean-data command * Updated packages * Moved typer to normal requirements * Slight restructure and included demo files for init * Added adjusted github workflow for CI * Added adjusted github workflow for CI v2 * Fixed CLI command tests * Slightly changed install package command * Slight adjustement github workflow file * Slight adjustement github workflow file * Slight adjustement github workflow file * Updated requirements files * Updated pyproject to not allow numpy 2 as it breaks interpretml * Some precautionary np call updates to work with np2 in the future * Restructured again * Restructured again * Testing out different configs * Testing out different configs * Testing out different configs * Testing out different configs * Another attempt on github action window runner success * Another attempt on github action window runner success * Ready for packaging * ready for release * Bumped version to v0.1.3 * added simple build script and removed old github workflow --------- Co-authored-by: Kasper de Harder <[email protected]> * Hopefully fixed package release * Release v0.1.6 (#45) * Preparing v0.1.6 * Moved back to skip certain tests on github windows runner * Ready for release v0.1.6 --------- * Commiting last changes * Removed file and added some tests * Attempt to fix init command * Just 2 tests failing still * Fixed tests and removed old data structure * git status that is the wrong text * Added pip list command * Fixed scikit - learn version to make tests pass * Bumped up dep package versions and past tests * Bump version to 0.1.7 * Bugfix and updated gif in readme * Updated readme gif --------- Co-authored-by: Kasper de Harder <[email protected]>
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‎Readme.md

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An automated machine learning cli tool which trains, graphs performance and saves the model in SQL. Using interpretable ML models (from [interpretml](https://github.com/interpretml/interpret/)) to train models which are explainable and interpretable, so called 'glassbox' models. With the outputted model in SQL format which can be used to put a model in 'production' in an SQL environment.
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This tool can be used by anybody, but is aimed for people who want to do a quick analysis and/or deploy a model in an SQL system.
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<center><img src="https://github.com/kaspersgit/ml_2_sql/blob/main/docs/media/ml2sql_demo.gif?raw=true"
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alt="ML2SQL_demo" height=400 width=600></center>
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![Description of the GIF](docs/media/ml2sql_demo.gif)
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## Philosophy:
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- For a quick analysis:

‎docs/media/ml2sql_demo.gif

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