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Develop a simple RNN/LSTM model using Keras

Status: Open.

#27 In monocongo/climate_learn;

· monocongo opened on Feb 18, 2019

Create a Pipeline for managing machine learning workflow

Status: Open.

#25 In monocongo/climate_learn;

· monocongo opened on Oct 17, 2018

Add batching in order to allow for different fit and predict inputs

Status: Open.

#22 In monocongo/climate_learn;

· monocongo opened on Oct 10, 2018

Update scaling approach in order to scale each feature/label separately

Status: Open.

#21 In monocongo/climate_learn;

· monocongo opened on Oct 10, 2018

Create simple CNN with Keras

Status: Open.

#20 In monocongo/climate_learn;

· monocongo opened on Oct 9, 2018

Create PBS script for batch processing on UMichigan cluster (flux)

Status: Open.

#18 In monocongo/climate_learn;

· monocongo opened on Oct 9, 2018

Add documentation describing the approach and methodology

Status: Open.

#13 In monocongo/climate_learn;

· monocongo opened on Sep 30, 2018

Create ANN using Keras/TensorFlow for predicting PTTEND

Status: Open.

#11 In monocongo/climate_learn;

· monocongo opened on Sep 27, 2018

Score models (train/test) for features: [Q, PRECL] and labels: [SHFLX, LHFLX]

Status: Open.

#10 In monocongo/climate_learn;

· monocongo opened on Sep 26, 2018

Score models (train/test) for features: [PS, T, U, and V] and label: PTTEND

Status: Open.

#9 In monocongo/climate_learn;

· monocongo opened on Sep 26, 2018

Add support for CI (continuous integration) with Travis

Status: Open.

#8 In monocongo/climate_learn;

· monocongo opened on Sep 26, 2018

Add unit tests for model.py

Status: Open.

#7 In monocongo/climate_learn;

· monocongo opened on Sep 26, 2018