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s4753993-GCN #477

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Commits on Oct 21, 2022

  1. Create s47539934-GCN

    @arshupadhyaya
    arshupadhyaya authored Oct 21, 2022
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  2. Delete s47539934-GCN

    @arshupadhyaya
    arshupadhyaya authored Oct 21, 2022
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  3. Added new folder and README

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    arshupadhyaya committed Oct 21, 2022
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  4. Added Preprocessed dataset

    @arshupadhyaya
    arshupadhyaya committed Oct 21, 2022
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Commits on Oct 22, 2022

  1. Create Model.py having a 2 layer GCN

    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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  2. added header block and comments in model.py

    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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  3. add header block and comments in data.py

    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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  4. adding bias and dropout, along with minor changes

    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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  5. Change structure of data.py, to better fit test and train set 

    The previous datatypes for adjacency matrix, and especially features were creating problems during testing phase.
    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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  6. created training and testing function, and stored accuracy and losses

    @arshupadhyaya
    arshupadhyaya authored Oct 22, 2022
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Commits on Oct 23, 2022

  1. better method to store accuracy and loss 

    Had trouble returning all four(validation_accuracies,validation_losses,train_accuracies,train_losses) together from one function, so decided to save in np arrays and load the arrays during driver code.
    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  2. Added screenshots of accuracies and losses for both training and vali… 

    …dation sets
    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  3. accuracy and loss for test set

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  4. mistakenly added test result in wrong directory, so deleted

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  5. accuracy and loss values after 200 epochs on test set

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  6. creating a predictive model to train model in real time and plot rele… 

    …vant graphs
    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  7. removed data split and doing it in predict.py instead

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  8. Added header block to train.py

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  9. tsne map for GCN with 200 epochs

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  10. Added tsne map with 50 epochs

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  11. updated predict model to include plotting tsne

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  12. add tsne map with 100 epochs

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  13. create the tsne mapping function along with header block

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  14. adding final working jupyter file with all functions and results incl… 

    …uded
    @arshupadhyaya
    arshupadhyaya committed Oct 23, 2022
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  15. mistakenly put in wrong directory so removed

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  16. final jupyter file containing working version of GCN model

    @arshupadhyaya
    arshupadhyaya committed Oct 23, 2022
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  17. fixing directory

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    arshupadhyaya authored Oct 23, 2022
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  18. again changing directory

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    arshupadhyaya authored Oct 23, 2022
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  19. deleted an irrelevant file

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  20. Added initial readme file

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    arshupadhyaya authored Oct 23, 2022
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  21. Update README.md

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  22. Delete README.md

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    arshupadhyaya authored Oct 23, 2022
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  23. Add files via upload

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  24. Delete README.md

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    arshupadhyaya authored Oct 23, 2022
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  25. Add files via upload

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    arshupadhyaya authored Oct 23, 2022
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  26. Rename README (1).md to README.md

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  27. Update README.md

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  28. Creating basic structure of README file

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    arshupadhyaya authored Oct 23, 2022
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  29. adding all results in README.md

    @arshupadhyaya
    arshupadhyaya authored Oct 23, 2022
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  30. Updating ReadMe

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    arshupadhyaya authored Oct 23, 2022
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  31. Finished Readme.md

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    arshupadhyaya authored Oct 23, 2022
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