Mechanisms of Action (MoA) Prediction

Data config

• Create folders input/raw and input/processed in the root directory
• Download the data from https://www.kaggle.com/c/lish-moa/data and store the unziped files in the input/raw

Project Overview

• The project is for learning how to use optuna with pytorch. The code is taken from youtube video of "Abhishek Thakur" (youtube channel).
• Things I have learn from this project:
  • multilabel problem
  • creating ml/dl folder structure
  • pytorch
  • optuna

Recreate the project

• You should have anaconda installed
• You should not have conda environment with name 'moa'
• Run setup.sh
  • this will setup the conda environment as well as download the data files.