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Commits on Apr 5, 2021

• interpreting layers

  alimoezzi

  committed
  89884a9

• Fix the model to run on GPU

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• Train the model and visualize using captum

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Commits on Apr 4, 2021

• Creating torchtext vocabulary

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• Preprocessing the data

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• Explore the data

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• Twitter Sentiment analysis

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Commits on Apr 2, 2021

• train model

  alimoezzi

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• Save model only if loss improves

  alimoezzi

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• fine tune the model

  alimoezzi

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• Pre-process text

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• increase model hidden layer

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Commits on Mar 31, 2021

• fine tune the model

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• ✨ Implement methods to predict next function and generate a sample text

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Commits on Mar 30, 2021

• Defining the LSTM model

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• batching the input

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• one-hot encoding inputs

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• Character-level text generation in pytorch

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Commits on Mar 15, 2021

• Merge branch 'main' of https://github.com/realsarm/deepLearningRecipes into main

  alimoezzi

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• Change epoch to 1000 and use RMSprop as the optim

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• Train the model using MSE as the loss and Adamgrad as optimizer

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• Define RSuperviseL model and use MSE as the criterion

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• Create a custom dataset

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• Initialize RNN building block notebook

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Commits on Mar 11, 2021

• Update README.md

  alimoezzi

  authored
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Commits on Mar 6, 2021

• Merge branch 'main' of https://github.com/realsarm/deepLearningRecipes into main

  alimoezzi

  committed
  960c2e4

• 🐛 Fix a bug preventating notebook to run on GPU environment plus visualizing more filters

  alimoezzi

  committed
  6939cce

• Fix a bug preventing model to run on GPU environment and visualize more filters

  alimoezzi

  committed
  e27ce17

• 🚸 Visualize deep dream from custom image

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Commits on Mar 4, 2021

• 🚸 Define helper function

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• 🚸 Deep Dream using VGG16 model

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Commits on Mar 3, 2021

• 🚸 Pass drawn images to model and print the class name for them

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• 🚸 Display first 4 images in the testset plus their labels

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• 🚸 Add map_location=torch.device to load cuda trained model in CPU only enviroment

  alimoezzi

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• Move the model to GPU before getting summary and train the model

  alimoezzi

  committed
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