georgemilosh Climate-Learning issues

georgemilosh / Climate-Learning

How to predict extreme events in climate using rare event algorithms and modern tools of machine learning

https://georgemilosh.github.io/Climate-Learning/

MIT License

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issues

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Compatibility with newer tensorflow versions

#93 AlessandroLovo opened 6 months ago
0
import params from external folder

#92 AlessandroLovo closed 9 months ago
1
90

#91 AlessandroLovo closed 9 months ago
0
For the gaussian approximation on CESM matrix `W` is 5.7GB

#90 AlessandroLovo closed 9 months ago
1
Move useful unspecific things into separate modules

#89 AlessandroLovo opened 9 months ago
0
Allow to enable and disable mods

#88 AlessandroLovo closed 9 months ago
0
cannot load kernels from composite in IIPR

#87 AlessandroLovo opened 9 months ago
0
'monitor' is ignored to compute the score

#86 AlessandroLovo opened 9 months ago
1
`probabilistic_regression`: put the activation function for sigma in the model architecture rather than in the loss function

#85 AlessandroLovo closed 10 months ago
0
pass metrics from command line

#84 AlessandroLovo opened 10 months ago
0
flexible hypop doesn't remove kwargs at default

#83 AlessandroLovo closed 10 months ago
1
Support for cascading inheritance

#82 AlessandroLovo closed 9 months ago
1
`lsm2mask` should be handled better

#81 AlessandroLovo opened 10 months ago
0
Cesm xarray france

#80 AlessandroLovo closed 10 months ago
2
CESM France mask could be better

#79 AlessandroLovo closed 10 months ago
6
ERA_Fields.Plasim_Field.sort_lat doesn't do anything

#78 AlessandroLovo opened 11 months ago
0
Fix typos

#77 omahs closed 1 year ago
0
It is a bad idea to write to home directory commit #d1ba925cbddd69d00bd297c4cdfc90efc8a5f1f5

#76 georgemilosh closed 10 months ago
0
#74

#75 AlessandroLovo closed 1 year ago
1
Transfer Learning from outside folder fails

#74 georgemilosh closed 1 year ago
11
dict arguments are not dealt with correctly

#73 AlessandroLovo closed 1 year ago
1
Queue file

#72 AlessandroLovo opened 1 year ago
0
`Learn2_new.py` trainer inheritence

#71 georgemilosh opened 1 year ago
1
Using `lon` and `lat` as inputs to `X` when classifying heatwaves

#70 georgemilosh opened 1 year ago
0
Leap years

#69 AlessandroLovo opened 1 year ago
1
xarray friendly `ef.create_mask`

#68 AlessandroLovo opened 1 year ago
2
The new runs should carry the label `R` before completion

#67 georgemilosh closed 1 year ago
0
the default behavior should be to load from a repository config file which documents where to look for the data

#65 georgemilosh opened 1 year ago
8
Reduce the size of the repository

#64 georgemilosh opened 1 year ago
0
Write docstring for gaussian approx

#63 AlessandroLovo closed 1 year ago
0
Support for single fold run

#62 AlessandroLovo opened 1 year ago
1
Put some error message when the year_list exceeds the size of the file we load so that it is clear what is happening

#60 georgemilosh opened 1 year ago
1
Data not normalized prior to being fed into the model when computing Y_pred_unbiased?

#58 georgemilosh closed 1 year ago
5
`setup.sh` could be outdated for the new versions of tensorflow

#57 georgemilosh closed 1 year ago
0
Testing the network before loading data

#55 georgemilosh opened 1 year ago
1
The error messages return wrong lines for `Learn2_new.py`

#54 georgemilosh closed 1 year ago
5
transfer learning on `u`

#53 georgemilosh opened 1 year ago
3
seems that this condition is restrictive. I don't see a reason why we need to limit the majority class to never be smaller@georgemilosh

#52 georgemilosh opened 1 year ago
2
Reduce memory usage!

#50 georgemilosh opened 1 year ago
12
Ability to skip convolutional layers and support for weight decay

#48 georgemilosh closed 1 year ago
0
`field_infos` should be a json file

#47 georgemilosh closed 1 year ago
1
`nfolds` is kwarg of both `prepare_XY` and `k_fold_cross_val` which can cause problems

#46 georgemilosh closed 1 year ago
2
Flexible latitude in `committor_projection_NN.py`

#45 AlessandroLovo closed 1 year ago
1
The ability to work with CESM data using ERA_Fields_New.py and Learn2…

#44 georgemilosh closed 1 year ago
8
Working with CESM

#43 georgemilosh closed 1 year ago
0
Subm22main

#41 georgemilosh closed 1 year ago
0
Subm2 -:> main

#40 georgemilosh closed 1 year ago
0
Merge the subm2 and main

#39 georgemilosh closed 1 year ago
1
Save the temperature anomaly so we don't need to recompute it

#38 AlessandroLovo closed 1 year ago
2
Make more readable and compact notebooks

#37 AlessandroLovo opened 1 year ago
0