Editing
Kaggle
Jump to navigation
Jump to search
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
Noisebridge Kaggle team!!!!!!!!!!!!!!!!!!!!!!!!!!!!! We use this wiki to archive information. We use this google group to communicate with each other: https://groups.google.com/forum/#!forum/nbkaggle The Noisebridge neuro hacking dream team has a lot of useful stuff on their reading list: https://noisebridge.net/wiki/DreamTeam/Reading#Seizure_Detection Here is a link to the competition: https://www.kaggle.com/c/melbourne-university-seizure-prediction/data = Papers = Random papers from google searching "machine learning seizure detection" Application of Machine Learning To Epileptic Seizure Detection Ali Shoeb, John Guttag Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts, 02139 https://drive.google.com/open?id=0ByjOj5sb0Oj_SGduRjduNVdfX1k EEG-based neonatal seizure detection with Support Vector Machines A. Temko a,*, E. Thomas a, W. Marnane a,b, G. Lightbody a,b, G. Boylan a,c a Neonatal Brain Research Group, University College Cork, Ireland b Department of Electrical and Electronic Engineering, University College Cork, Ireland c Department of Paediatrics and Child Health, University College Cork, Ireland https://drive.google.com/open?id=0ByjOj5sb0Oj_UzVxdGpkcTNPV0E = Code = https://github.com/cowlicks/kaggle-seizure-prediction == reading the data == Here is a python function to load a file from the matplotlib file format. <nowiki> from scipy.io import loadmat def load(fn): return loadmat(fn, struct_as_record=False)['dataStruct'][0, 0].data </nowiki> <nowiki> import pandas as pd from scipy.io import loadmat def mat_to_pandas(path): mat = loadmat(path) names = mat['dataStruct'].dtype.names ndata = {n: mat['dataStruct'][n][0, 0] for n in names} sequence = -1 if 'sequence' in names: sequence = mat['dataStruct']['sequence'] return pd.DataFrame(ndata['data'], columns=ndata['channelIndices'][0]), sequence </nowiki> via https://www.kaggle.com/zfturbo/melbourne-university-seizure-prediction/seizure-boost-0-6-lb/code
Summary:
Please note that all contributions to Noisebridge are considered to be released under the Creative Commons Attribution-NonCommercial-ShareAlike (see
Noisebridge:Copyrights
for details). If you do not want your writing to be edited mercilessly and redistributed at will, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource.
Do not submit copyrighted work without permission!
To protect the wiki against automated edit spam, we kindly ask you to solve the following CAPTCHA:
Cancel
Editing help
(opens in new window)
Navigation menu
Personal tools
Not logged in
Talk
Contributions
Log in
Request account
Namespaces
Page
Discussion
English
Views
Read
Edit
View history
More
Search
Dig in!
Noisebridge
- Status: MOVED
- Donate
- ABOUT
- Accessibility
- Vision
- Blog
Manual
MANUAL
Visitors
Participation
Community Standards
Channels
Operations
Events
EVENTS
Guilds
GUILDS
- Meta
- Electronics
- Fabrication
- Games
- Music
- Library
- Neuro
- Philosophy
- Funding
- Art
- Crypto
- Documentation/Wiki
Wiki
Recent Changes
Random Page
Help
Categories
(Edit)
Tools
What links here
Related changes
Special pages
Page information