https://github.com/fbecerra/seizuresandepilepsy

CS109a Data Science Final Project
https://github.com/fbecerra/seizuresandepilepsy

Last synced: 25 days ago
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CS109a Data Science Final Project

• Host: GitHub
• URL: https://github.com/fbecerra/seizuresandepilepsy
• Owner: fbecerra
• Created: 2016-11-03T15:21:42.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2016-12-15T02:09:03.000Z (about 8 years ago)
• Last Synced: 2024-10-28T00:25:19.942Z (2 months ago)
• Language: Jupyter Notebook
• Size: 7.39 MB
• Stars: 0
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CS109a Data Science Final Project: Predicting seizures and epilepsy.

Our final website can be accessed by visiting https://fbecerra.github.io/seizuresandepilepsy. Files such as css, font-awesome, fonts, img, and js are merely supporting folders for the website.

The key file of interest is explore_and_model_NCDS_data.ipynb, located in the notebooks folder. This notebook works with NCDS (National Child Development Study) data, which is a massive dataset tracking every child born in the UK during a single week in 1958. The data is cleaned and then modeled, and then there is some interpretation of the modeling.

All other notebooks are located in the old_notebooks subfolder. They are either older versions of explore_and_model_NCDS_data.ipynb (such as explore_and_model_NCDS_data_poster_version.ipynb, explore_NCDS_data0.ipynb, or explore_NCDS_data1.ipynb) or else studies/data that we ended up not using in the end (like explore_and_model_NCDS_and_ThallandVail.ipynb and explore_EEG.ipynb).

Additionally, our poster can be found in the poster folder and our Milestone 2, 3, 4, and 5 can be found in the milestones folder.