jeonghwan723 / dl_enso Goto Github PK

Hello,

I was impressed by such a nice paper. I want to know how is your anomaly calculated? What is your reference time for CMIP5, SODA and GODAS？

Thank you!

We are unable to understand the format of the label file and how it relates to the classification output. It would be really helpful if you could provide some form of documentation regarding this project.

I have successfully run your code, but it takes a lot of time to get all results. How do you perform parallel computing? Can you give me some advice?

Hi, Jeong.
Nice code, just wondering have you also tried training with more CMIP5 and CMIP6 data?
Will the model perform better? Thanks

Hi, Jeong, I do not seem to find the .py files, for example this one: nino34.train_cmip.py. Are you going to share them? Or Did I miss it? Thank you

Hi,
Excellent work! I’m trying to reproduce the results of your paper and I get a similiar result using the data provided by you. But I can’t get the same result when I use the data processed by myself, and I find difference between your data and mine.There may be something wrong during my processing, could you please tell me how you process the original data? Thanks.
lzfzl

Hello, I ran your code and found that the gradient of many models is 0 from the last layer. Have you ever encountered this situation?

Hi Jeonghwan,

Arnold here. Student of JingJia.
Many thanks for sharing the code; however, does this come with CNN's main code?

Regards,

Arnold

Hi,
Impressive work!! Did you freezed any layer (or added new layer) while applying transfer learning from CMIP base model to SODA data?

Hi, I would like to know how the combination.gdat is generated in these figure.py.
Anyway, thank you for generously sharing your code and I look forward to your reply.

Hi @jeonghwan723 jeonghwan723,
Is there any explation abou the formluation betweent target month and lead month?Thanks

Hi @jeonghwan723 jeonghwan723,
This is a very nice paper as it is the second one with the training for all the months. I reproduced the results of your second paper and I'm looking now into this one. Is there a data archive where I could download the data for anywhere ? Thanks,
Ioana

Hi,
In order to training with CMIP5( CNN/csh/nino34.cmip.csh ), I have run the command csh nino34.cmip.csh, but still come out a problem :
" No such file or directory : '$HOME/data/dataset/CMIP5.input.36mon.*.nc' "
Should I still need to change somewhere to run this script successfuly?
Anyway, thank you for generously sharing your code and I look forward to your reply.