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Commits on Dec 5, 2022

• Added gitignore

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• Added Weights and Biases connection

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Commits on Nov 28, 2022

• Added basic wandb connection to track experimental runs

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• removed data_preprocessing notebook

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• Clearn

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• Added Evaluation function and updated train loop

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Commits on Nov 25, 2022

• Changed data preprocessing and added data_utils for data related functions

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• Changed data preprocessing and added data_utils for data related functions

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• Changed train_test_split to not shuffle the data

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• Switched custom encoder layer to torch implementation

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• ChangedcCustom decoder layer to torch implementation for speed increase

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• Changed decoder input from target to correct input sequence step and added rmse loss function

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Commits on Nov 24, 2022

• Model is running through (doesn't seem to learn though) -> Improve layer speed by using torch module for decoder?

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• Updated get_lookahead_mask to work with the new target sequence format

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• Changed shape of the dataset y-label so it is a 1-dim sequence

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• Added dimension to the target sequence to match input

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  6a1fd9c

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• Changed custom MultiheadAttention to pytroch layer

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Commits on Nov 22, 2022

• Removed reduntant files 'Preprocessing order' & 'data_eda.ipynb‘

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• Updated Positional Encoding class

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Commits on Nov 21, 2022

• Removed notebook output

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• Inout layer is now inferring dimensionalities from the opt file.

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• Changed the Embedding to nn.Layer(27, 512) in order to match input to d_model

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  b0dd3a9

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• Basic Transformer Network

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Commits on Nov 14, 2022

• Added Scheduled Optimizer and small changes to Models, SubLayers

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• Merge branch 'main' of github.com:yjaenike/master-thesis into main

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• Added transformer model archiecture

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Commits on Oct 11, 2022

• ✏️ Updated README.md

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• Add files via upload

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• Update README.md

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• added air quality dataset and added some .csv files of the uke dataset

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Commits on Oct 10, 2022

• Added la metro dataset

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• preprocessing changes

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Commits on Sep 20, 2022

• Added further preprocessign steps

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Commits on Aug 30, 2022

• Added more EDA and started setting up the preprocessing pipeline

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Commits on Aug 23, 2022

• changes in eda

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