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mattjshannon
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swsnet
Training neural networks with the Sloan SWS astronomical dataset.
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Tidy up model 01
#23
mattjshannon
closed
5 years ago
0
Organize model predictions
#22
mattjshannon
closed
5 years ago
1
Preprocess cassis and make model predictions
#21
mattjshannon
closed
5 years ago
1
Sws rebinned spectra
#20
mattjshannon
closed
5 years ago
1
Pylint fixes
#19
mattjshannon
closed
5 years ago
1
Notebook model culled
#18
mattjshannon
closed
5 years ago
1
Label normalized spectra and offer updated metadata pickle
#17
mattjshannon
closed
6 years ago
1
Use normalized spectra for NN models
#16
mattjshannon
closed
6 years ago
1
Normalized the ISO spectra, extra dataset
#15
mattjshannon
closed
6 years ago
1
Saved NN model in new "models" folder; tested NN regularizations in i…
#14
mattjshannon
closed
6 years ago
1
Cross reference
#13
mattjshannon
closed
6 years ago
1
Improved test coverge for helpers.py
#12
mattjshannon
closed
6 years ago
1
Added codecov.yml
#11
mattjshannon
closed
6 years ago
1
Unit tests for helpers.py, added a couple kwargs, sample data file.
#10
mattjshannon
closed
6 years ago
1
Generated documentation
#9
mattjshannon
closed
6 years ago
1
Determine training set size, inclusion/exclusion of ISO group 7 (flawed) spectra
#8
mattjshannon
closed
6 years ago
1
Models only running on a single CPU core? (keras_06.ipynb search_space)
#7
mattjshannon
opened
6 years ago
0
Should the SWS group 7 (flawed spectra) data be included in the models?
#6
mattjshannon
opened
6 years ago
2
Improved sws downsampling
#5
mattjshannon
closed
6 years ago
1
Improve ISO data smoothing
#4
mattjshannon
closed
5 years ago
2
Keras model choice
#3
mattjshannon
opened
6 years ago
1
Fix data formatting, first NN test.
#2
mattjshannon
closed
6 years ago
0
Data storage format
#1
mattjshannon
closed
5 years ago
2