/kaggle_rec_bio

Primary LanguageJupyter Notebook

Intro

Project to get more familiarity with Deep Learning frameworks with respect to image data using Recursion Pharma Kaggle competition dataset (link here).

Setup

Conda environment setup:

conda create --name kaggle_rec_bio
conda activate kaggle_rec_bio
conda install ipython tensorflow=2.6 pandas numpy scikit-learn pillow retry tqdm matplotlib

ToDO

  • Organise notebooks separately
  • Refactor data loading script to make it possible to train with smaller batches
  • Create project structure to allow for training with different frameworks
  • Create data, model, pipeline paralellisation