Kaggle - Revision history

Jams: /* Code */

2016-09-22T00:43:32Z

Code

← Older revision		Revision as of 17:43, 21 September 2016
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	= Code =		= Code =

	~~How should we organize our code? A~~ github ~~organization?~~		https://github.com/cowlicks/kaggle-seizure-prediction

	== reading the data ==		== reading the data ==

2016-09-19T00:39:15Z

reading the data

← Older revision		Revision as of 17:39, 18 September 2016
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	</nowiki>		</nowiki>
			via https://www.kaggle.com/zfturbo/melbourne-university-seizure-prediction/seizure-boost-0-6-lb/code

2016-09-19T00:35:30Z

reading the data

← Older revision		Revision as of 17:35, 18 September 2016
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	Here is a python function to load a file from the matplotlib file format.		Here is a python function to load a file from the matplotlib file format.

	<nowiki>		<nowiki>

	from scipy.io import loadmat		from scipy.io import loadmat
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	</nowiki>		</nowiki>

	<nowiki>		<nowiki>
	import pandas as pd		import pandas as pd
	from scipy.io import loadmat		from scipy.io import loadmat

2016-09-19T00:33:54Z

reading the data

← Older revision		Revision as of 17:33, 18 September 2016
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	def load(fn):		def load(fn):
	return loadmat(fn, struct_as_record=False)['dataStruct'][0, 0].data		return loadmat(fn, struct_as_record=False)['dataStruct'][0, 0].data

			</nowiki>

	<nowiki>		<nowiki>

	~~</nowiki>~~
	import pandas as pd		import pandas as pd
	from scipy.io import loadmat		from scipy.io import loadmat

2016-09-19T00:33:34Z

add mat_to_pandas helper function

← Older revision		Revision as of 17:33, 18 September 2016
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	Here is a python function to load a file from the matplotlib file format.		Here is a python function to load a file from the matplotlib file format.

	<nowiki>		<nowiki>

	from scipy.io import loadmat		from scipy.io import loadmat
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	def load(fn):		def load(fn):
	return loadmat(fn, struct_as_record=False)['dataStruct'][0, 0].data		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>		</nowiki>

2016-09-08T04:26:34Z

← Older revision		Revision as of 21:26, 7 September 2016
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	We use this wiki to archive information. We use this google group to communicate with each other:		We use this wiki to archive information. We use this google group to communicate with each other:
			https://groups.google.com/forum/#!forum/nbkaggle

	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:		Here is a link to the competition:

	https://www.kaggle.com/c/melbourne-university-seizure-prediction/data		https://www.kaggle.com/c/melbourne-university-seizure-prediction/data

2016-09-08T04:22:24Z

← Older revision		Revision as of 21:22, 7 September 2016
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	We~~'re doing~~ this ~~kaggle comp~~		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

			Here is a link to the competition:

	https://www.kaggle.com/c/melbourne-university-seizure-prediction/data		https://www.kaggle.com/c/melbourne-university-seizure-prediction/data

2016-09-08T03:15:14Z

← Older revision		Revision as of 20:15, 7 September 2016
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	https://drive.google.com/open?id=0ByjOj5sb0Oj_UzVxdGpkcTNPV0E		https://drive.google.com/open?id=0ByjOj5sb0Oj_UzVxdGpkcTNPV0E


			= Code =

			How should we organize our code? A github organization?

			== reading the data ==
	Here is a python function to load a file from the matplotlib file format.		Here is a python function to load a file from the matplotlib file format.

2016-09-08T03:12:03Z

← Older revision		Revision as of 20:12, 7 September 2016
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	https://drive.google.com/open?id=0ByjOj5sb0Oj_UzVxdGpkcTNPV0E		https://drive.google.com/open?id=0ByjOj5sb0Oj_UzVxdGpkcTNPV0E

			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>

2016-09-08T01:54:02Z

Papers

← Older revision		Revision as of 18:54, 7 September 2016
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	= Papers =		= Papers =
	Random papers from google searching "machine learning seizure detection"		Random papers from google searching "machine learning seizure detection"

	Application of Machine Learning To Epileptic Seizure Detection		Application of Machine Learning To Epileptic Seizure Detection