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Commits on Aug 21, 2021

• Update README.md

  gdialektakis

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  772ba54

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• Add files via upload

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Commits on Aug 19, 2021

• final commit

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  4127ba0

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• final commit

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  974987e

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• Update README.md

  gdialektakis

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  a28f5fa

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• Update README.md

  gdialektakis

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  6ac2b35

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• Update README.md

  gdialektakis

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• requirements file

  gdialektakis

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  9ab2acc

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• Update README.md

  gdialektakis

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  db4415c

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• Update README.md

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• Update README.md

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  d91cc48

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• Update README.md

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• Update README.md

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• Final Commit

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• Final Commit

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Commits on Aug 17, 2021

• Code optimization

  gdialektakis

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Commits on Aug 13, 2021

• Update README.md

  gdialektakis

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  ef3af59

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• Added argparse for passing parameter values when running the script

  gdialektakis

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Commits on Aug 11, 2021

• Implemented Sparse Autoencoder

  gdialektakis

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Commits on Aug 9, 2021

• Added RMSE and Residual metrics + Code optimization

  gdialektakis

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Commits on Aug 7, 2021

• Fixed a mistake in preprocessing and added a few comments

  gdialektakis

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Commits on Jul 22, 2021

• Implemented AE, VAE using Pytorch. Also applied MinMax Scaling to input variables. Constructed different AE architectures based on the dimensions and the type of the input data.

  gdialektakis

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Commits on Jul 15, 2021

• Implemented custom-normalization, dropout for the AE, residual plots and correlation plots. Also implemented variational_AE

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Commits on Jul 12, 2021

• Fixed the activation function of the Decoder output. Now the model performs as expected. Implementation for 4D data as well.

  gdialektakis

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Commits on Jul 8, 2021

• Plots of the reconstructed data.

  gdialektakis

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Commits on Jul 6, 2021

• Completed plot pipeline.

  gdialektakis

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Commits on Jul 1, 2021

• AE network tuning and optimization

  gdialektakis

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Commits on Jun 29, 2021

• Started Implementation of Standard Autoencoder

  gdialektakis

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Commits on Jun 23, 2021

• Created 2 scripts for preprocessing/normalizing the data and plotting them

  gdialektakis

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  fc10e13

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• Created 2 scripts for preprocessing/normalizing the data and plotting them

  gdialektakis

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Commits on Jun 18, 2021

• Loading only the 27 variables we are interested in

  gdialektakis

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Commits on Jun 17, 2021

• Started script for loading open CMS data

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• Initial commit

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