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SGD and Logistic Regression #5

Merged
merged 37 commits into from
Nov 10, 2021
Merged

SGD and Logistic Regression #5

merged 37 commits into from
Nov 10, 2021

Commits on Oct 28, 2021

  1. Added logistic regression and refactored loss function arguments

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  2. Working logistic regression with BCEP loss, converted all plots to a … 

    …generic plot, added an argument to specify what evaluation metrics need to be displayed/plotted, ,tests WIP
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    hasnainroopawalla committed Oct 28, 2021
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Commits on Oct 29, 2021

  1. Updated evaluation metric input, added a metric_map to map the string… 

    … to a callable metric (accuracy, mse, etc.)
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    hasnainroopawalla committed Oct 29, 2021
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Commits on Oct 31, 2021

  1. Better log loss method and added assertions for X_train and y_train d… 

    …ata types
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    hasnainroopawalla committed Oct 31, 2021
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  2. Added random weight initialization and handling of zero division in B… 

    …CE objective
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    hasnainroopawalla committed Oct 31, 2021
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Commits on Nov 2, 2021

  1. Removed dependency of metric_map for string-to-method conversion

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    hasnainroopawalla committed Nov 2, 2021
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  2. Converted model.history to defaultdict

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    hasnainroopawalla committed Nov 2, 2021
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  3. Moved plot_metrics to plots.py

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    hasnainroopawalla committed Nov 2, 2021
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Commits on Nov 3, 2021

  1. Updated version number

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    hasnainroopawalla committed Nov 3, 2021
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Commits on Nov 4, 2021

  1. Updated release.sh

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    hasnainroopawalla committed Nov 4, 2021
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  2. Added all optimizers and loss function classes to their respective __… 

    …init__.py files
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    hasnainroopawalla committed Nov 4, 2021
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  3. Removed plot flag from model.fit - WIP

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    hasnainroopawalla committed Nov 4, 2021
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  4. Updated README.md

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    hasnainroopawalla committed Nov 4, 2021
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  5. Fixed linting for __init__.py

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    hasnainroopawalla committed Nov 4, 2021
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  6. Added a generate_minibatch method to generate batches based on the ba… 

    …tch_size. Created a utils.model.py file where all model-specific utilities live
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  7. Reorganized tests

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    hasnainroopawalla committed Nov 4, 2021
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  8. merge logistic-regression

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    hasnainroopawalla committed Nov 4, 2021
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Commits on Nov 5, 2021

  1. Test CI mypy

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  2. Updated requirements.txt and the CI

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  3. Replaced np.float64 with float and fixed mypy errors, added a mypy.in… 

    …i config file
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  4. Update README.md

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    hasnainroopawalla authored Nov 5, 2021
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  5. Update README.md

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  6. Update requirements.txt

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  7. Update README.md

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  8. Update README.md

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  9. Update README.md

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  10. Update README.md

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  11. Update README.md

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  12. Added momentum to SGD

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    hasnainroopawalla committed Nov 5, 2021
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  13. Merge branch 'sgd' of https://github.com/hasnainroopawalla/ShowML int… 

    …o sgd
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    hasnainroopawalla committed Nov 5, 2021
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Commits on Nov 8, 2021

  1. Added a Dataset class which includes validation of X and y. Refactore… 

    …d regression examples to reflect these changes
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    hasnainroopawalla committed Nov 8, 2021
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  2. Moved examples/ to ShowML/

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    hasnainroopawalla committed Nov 8, 2021
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Commits on Nov 9, 2021

  1. Added a model.compile method

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    hasnainroopawalla committed Nov 9, 2021
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  2. Reorganized files and created a data_loader.py file

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    hasnainroopawalla committed Nov 9, 2021
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Commits on Nov 10, 2021

  1. Version number update

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    hasnainroopawalla committed Nov 10, 2021
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  2. Added mypy installation to CI

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    hasnainroopawalla committed Nov 10, 2021
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  3. Added pytest installation to CI

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    hasnainroopawalla committed Nov 10, 2021
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