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Commits on Oct 31, 2022

• Added datetime validation

  alcunha

  committed
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Commits on Aug 16, 2021

• Added specific loss logs during training; added new results and model weights to the readme using the new training loop

  alcunha

  committed
  36b2ef8

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• Added users branch

  alcunha

  committed
  7b06748

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• refactored training step to separate loss function calculation

  alcunha

  committed
  297a8b2

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Commits on Aug 15, 2021

• Added information about data to the README

  alcunha

  committed
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Commits on Aug 10, 2021

• Added results and model checkpoints using the new data sampler

  alcunha

  committed
  1e87601

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• Updated dataloader to use an infinity sampler

  alcunha

  committed
  7744793

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• Updated data sampler to use tf.ddata.sample_from_datasets

  alcunha

  committed
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Commits on Apr 29, 2021

• Added disclaimer about current implementation status

  alcunha

  committed
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Commits on Apr 28, 2021

• Added data augmentation option

  alcunha

  committed
  3cd20cb

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• Added batch normalziation results

  alcunha

  committed
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• Added batch normalization option

  alcunha

  committed
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Commits on Apr 27, 2021

• Added requirements file

  alcunha

  committed
  4aaac81

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• Updated dataloader to load lat/lon info from main dataset if it exists

  alcunha

  committed
  f40dce4

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• Fixed typo on training script

  alcunha

  committed
  3715025

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• Added train and evaluation instructions

  alcunha

  committed
  3febc05

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• Added initial resuts

  alcunha

  committed
  9439e96

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• Added prior model to eval

  alcunha

  committed
  67aa1bf

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• Added evaluation loop

  alcunha

  committed
  1f4a173

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Commits on Apr 26, 2021

• Added cnn predictions reader

  alcunha

  committed
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• Added validity check output option to dataloader

  alcunha

  committed
  37a4fb1

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• Added initial code to eval script

  alcunha

  committed
  1c376a2

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• Enhanced dataloader pipeline

  alcunha

  committed
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Commits on Apr 25, 2021

• Added option to include validation data during training

  alcunha

  committed
  56b3b6c

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• Added training step and fixed issues to train model

  alcunha

  committed
  c0f717e

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• Added monitoring callbacks

  alcunha

  committed
  03e4d8b

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• Added optimizer and learning rate scheduler

  alcunha

  committed
  c3202c0

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• Added loss function to object-location relation

  alcunha

  committed
  0a1685a

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• Refactoring model and dataloader files

  alcunha

  committed
  8f4a0b7

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Commits on Apr 24, 2021

• Added random spatio-temporal data generator and user branch option (not implemented on the model)

  alcunha

  committed
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Commits on Apr 23, 2021

• Added batch size, embed size, feat size configs

  alcunha

  committed
  7c13942

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• Added input encoding to dataloader

  alcunha

  committed
  82e9fcc

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• Added balanced sampler to dataloader

  alcunha

  committed
  b8aaac7

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• Added initial code to dataloader

  alcunha

  committed
  7d8d31d

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Commits on Apr 22, 2021

• Added initial model builder

  alcunha

  committed
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