Hipsternet

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The package Hipsterent is mainly used to replicate the results of the report Droupout

Instruction to use

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Part A -- Prepare miniconda environment

Mac version

1. Install miniconda (https://docs.conda.io/en/latest/miniconda.html)
2. Create a file called environment.yml in the envs directory (content of the file is uploaded)
3. Create the corresponding environment, the command is conda env create -f environment.yml
4. If the env is created correctly, you will see the environment hipsternet after the command conda env list

Window version

1. Install miniconda (https://docs.conda.io/en/latest/miniconda.html)
2. Create a file called environment.yml in the envs directory (content of the file is uploaded)
3. Use Anaconda prompt to create the corresponding environment, the command is conda env create
4. If the env is created correctly, you will see the environment hipsternet after the command conda env list

Part B -- Upload directory to Google Drive

1. Download the hipsternet-master folder from this website (https://github.com/Jiaying-Yao/hipsternet_dropout_reproduce)
2. Upload this folder to Google Drive
3. Open the reproduce files reproduce_models1,reproduce_models2,reproduce_models3,reproduce_models4 in Google colab
4. Now the code should run properly

Side note: The website below is helpful for creating conda environments in terminal (https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#activating-an-environment)