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master_thesis's Introduction

How to Run:

From the docker folder, run this command: docker-compose up -d --build --remove-orphans

Then navigate to localhost:20000 to access the jupyter notebook.

The project structure and purpose

Each folder in the src directory is for a different ML task. The purpose of this repository is for me to experiment with different ML tasks using one docker image having all dependencies installed.

Where to get the data

FF data:

https://www.kaggle.com/c/titanic/data OR kaggle competitions download -c titanic

mnist data:

https://www.kaggle.com/ngbolin/mnist-dataset-digit-recognizer/data

mnist-fashion data:

https://www.kaggle.com/shivamb/how-autoencoders-work-intro-and-usecases/data

storage_testing data:

Downloads the data when you run the script

fisher data:

Clone: [email protected]:learning1234embed/NeuralWeightVirtualization.git

Run: ./download_dataset.sh && python weight_virtualization.py -mode=a -network_path=mnist

Copy the contents of the mnist folder except the .py(c) files

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