jiwoncpark magnificat issues

jiwoncpark / magnificat

Multi-filter AGN light curve simulator

MIT License

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Separate dataloader, network construction, and training

#22 jiwoncpark opened 6 years ago
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Implement phase calculation so it can be input to Richards et al engineering

#21 jiwoncpark opened 6 years ago
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Query out nonlenses with extreme magnitudes

#20 jiwoncpark closed 6 years ago
1
Add confusion matrix visualization

#19 jiwoncpark closed 6 years ago
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Implement LSTM autoencoder with classifiers (FC from bottleneck and RF from decoded)

#18 jiwoncpark opened 6 years ago
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Engineer features using Richards et al method

#17 jiwoncpark opened 6 years ago
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Set up Travis CI

#16 jiwoncpark opened 6 years ago
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Implement 5-fold cross validation

#15 jiwoncpark closed 6 years ago
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Store data files (both source tables and training data) on google cloud storage

#14 jiwoncpark opened 6 years ago
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Move system to google cloud

#13 jiwoncpark opened 6 years ago
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Implement reading in batches instead of the entire file

#12 jiwoncpark opened 6 years ago
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Add notebook version of make_lens and make_nonlens combined

#11 jiwoncpark opened 6 years ago
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Change d_time into time elapsed since last observation *in that filter*

#10 jiwoncpark closed 6 years ago
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Make data visualization notebook highlighting differences in time-series between two classes

#9 jiwoncpark opened 6 years ago
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Do all data manipulation in pandas

#8 jiwoncpark closed 6 years ago
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Replace null values differently for each column

#7 jiwoncpark opened 6 years ago
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Connect 1D CNN to 2D CNN for end-to-end network

#6 jiwoncpark closed 6 years ago
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Implement 2D CNN

#5 jiwoncpark closed 6 years ago
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Implement LSTM

#4 jiwoncpark opened 6 years ago
1
Implement 1D CNN

#3 jiwoncpark closed 6 years ago
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Implement batch image generation for 2D CNN/LSTM

#2 jiwoncpark closed 6 years ago
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Implement conversion from source table to input

#1 jiwoncpark closed 6 years ago
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