MAST-ml-private

MAST machine learning incubator - for direct scientific use - not intended for public yet

For usage on existing csv files, see for example test/classtest_mastml/test.conf::

python /path/to/MASTML.py test.conf

Original code 4/12/17 pulled from the DBTT Skunkworks project.

DBTT Skunkworks undergraduates (~2015-2017, alphabetical order):

CMG group members:

Advisor:

Name		Name	Last commit message	Last commit date
Latest commit History 1,599 Commits
JupyterNotebook Tutorials		JupyterNotebook Tutorials
MASTML_config_files		MASTML_config_files
custom_data		custom_data
custom_features		custom_features
custom_models		custom_models
docs		docs
examples		examples
mongo_data		mongo_data
plot_data		plot_data
test		test
under_development		under_development
unit_tests		unit_tests
.gitignore		.gitignore
BayesPy Implementation.ipynb		BayesPy Implementation.ipynb
DOCUMENTATION.html		DOCUMENTATION.html
DataHandler.py		DataHandler.py
DataOperations.py		DataOperations.py
FeatureGeneration.py		FeatureGeneration.py
FeatureOperations.py		FeatureOperations.py
FeatureSelection.py		FeatureSelection.py
KFoldCV.py		KFoldCV.py
LeaveOneOutCV.py		LeaveOneOutCV.py
LeaveOutGroupCV.py		LeaveOutGroupCV.py
LeaveOutPercentCV.py		LeaveOutPercentCV.py
MASTML.py		MASTML.py
MASTMLInitializer.py		MASTMLInitializer.py
PPCA.ipynb		PPCA.ipynb
ParamGridSearch.py		ParamGridSearch.py
ParamOptGA.py		ParamOptGA.py
PlotNoAnalysis.py		PlotNoAnalysis.py
PredictionVsFeature.py		PredictionVsFeature.py
README.md		README.md
SingleFit.py		SingleFit.py
SingleFitGrouped.py		SingleFitGrouped.py
SingleFitPerGroup.py		SingleFitPerGroup.py
__init__.py		__init__.py
handlingMissingData.ipynb		handlingMissingData.ipynb
handlingMissingData.py		handlingMissingData.py
plot_PPCA.ipynb		plot_PPCA.ipynb
setup.py		setup.py

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