Francisco Merino-Casallo

icon indicating a website link https://fmerinocasallo.github.io

icon location Valencia, Spain icon location Computer Engineer | PhD in Biomedical Engineering | Bioinformatics | Excellence Seeker | Process Builder | Data | Automation | Optimization | Python.

Results 7 comments of Francisco Merino-Casallo

[Question] How to define a custom loss function for my Torch Forecasting Models (TFMs) based on y_pred, y_true and *_covariates.

Hey @dennisbader, thank you once again for your thoughtful reply :relaxed: For several days, I have been trying to follow the steps from your proposal using, as suggested, the `TFTModel`...

[Question] How to define a custom loss function for my Torch Forecasting Models (TFMs) based on y_pred, y_true and *_covariates.

I have ended up with a couple of files implementing the whole thing based on @dennisbader feedback. I have some doubts about how to define my custom loss function (I...

[Question] How to assess if a model supporting (past) covariates understands its implications (e.g., no units in stock translates into no sales).

Hey @dennisbader, sorry for not being clearer in my previous comment :sweat_smile: Let me try again :pray: . I have the following data: - target: daily units sold. - covariates...

[Question] How to assess if a model supporting (past) covariates understands its implications (e.g., no units in stock translates into no sales).

Let's see if I understand your suggestion to test my _"availability law"_ for predictive models supporting **only past covariates**: 1. Create a new instance of the model (e.g., NHiTS, TransformerModel)....

[Question] How to assess if a model supporting (past) covariates understands its implications (e.g., no units in stock translates into no sales).

I did some rereading and rethinking about this issue. Currently, my `*_covariates` `TimeSeries` stores the availability for the **current date**. Thus, `*_cov['2023-01-01'] == 0` means that there were no units...

wget host address error

Hello everyone! 👋 As I mentioned in https://github.com/nf-core/fetchngs/issues/328, I hit the same `wget: unable to resolve host address 'ftp.sra.ebi.ac.uk'` failure on v1.12.0 and worked around it locally by applying the...

1.11.0 works while 1.12.0 fails for apptainer+wget ( wget: unable to resolve host address 'ftp.sra.ebi.ac.uk' )

Hello everyone! 👋 I hit the same `wget: unable to resolve host address 'ftp.sra.ebi.ac.uk'` failure on v1.12.0 and worked around it locally by applying the changes from PR #338 following...