monocongo climate_learn issues

monocongo / climate_learn

Deep learning for climate modeling.

BSD 3-Clause "New" or "Revised" License

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issues

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Develop a simple RNN/LSTM model using Keras

#27 monocongo opened 5 years ago
1
Script to utilize pipeline and hyperparameter tuning

#26 monocongo closed 5 years ago
1
Create a Pipeline for managing machine learning workflow

#25 monocongo opened 5 years ago
3
Promote notebook code up to master branch

#24 monocongo closed 5 years ago
0
Merge to master for update of notebooks, etc.

#23 monocongo closed 5 years ago
0
Add batching in order to allow for different fit and predict inputs

#22 monocongo opened 5 years ago
0
Update scaling approach in order to scale each feature/label separately

#21 monocongo opened 5 years ago
0
Create simple CNN with Keras

#20 monocongo opened 5 years ago
0
PBS batch script example with separate evaluation and prediction scripts for Keras dense model

#19 monocongo closed 5 years ago
0
Create PBS script for batch processing on UMichigan cluster (flux)

#18 monocongo opened 5 years ago
0
Documentation update with initial use case

#17 monocongo closed 5 years ago
0
Merge of latest code with CNN-LSTM model script

#16 monocongo closed 5 years ago
0
Documentation updates

#15 monocongo closed 5 years ago
0
Updated README documentation

#14 monocongo closed 5 years ago
0
Add documentation describing the approach and methodology

#13 monocongo opened 5 years ago
0
Initial neural network model using Keras/TensorFlow

#12 monocongo closed 5 years ago
0
Create ANN using Keras/TensorFlow for predicting PTTEND

#11 monocongo opened 5 years ago
2
Score models (train/test) for features: [Q, PRECL] and labels: [SHFLX, LHFLX]

#10 monocongo opened 5 years ago
0
Score models (train/test) for features: [PS, T, U, and V] and label: PTTEND

#9 monocongo opened 5 years ago
1
Add support for CI (continuous integration) with Travis

#8 monocongo opened 5 years ago
0
Add unit tests for model.py

#7 monocongo opened 5 years ago
0
Now handling multiple inputs as expected

#6 monocongo closed 5 years ago
0
Add a simple function that splits data for training/testing based on hemisphere

#5 monocongo opened 5 years ago
0
NetCDF output of target variables predicted by the ML-based model

#4 monocongo opened 5 years ago
0
incorporate apricot for feature selection/dataset reduction

#3 monocongo opened 5 years ago
0
Multiple input files support

#2 monocongo opened 5 years ago
0
Add model fits/tests for non-linear tendency variables

#1 monocongo opened 5 years ago
0