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.

3

I have been using `torchmetrics.regression.MeanSquaredError` as the default loss function for my Torch Forecasting Models (TFMs). However, now I am interested in using a custom loss function `loss_fn` for my...

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

6

Hi there! :) First, thank you very much for developing Darts and making it open-source. I am currently trying to assess if several predictive models from Darts supporting past/future covariates...

[Question] How could I hide the "Finding best initial lr" message from pytorch_lightning when using Darts' Torch Forecasting Models?

1

I am unable to hide the `Finding best initial lr` message when calling the [`lr_find` method](https://github.com/unit8co/darts/blob/c3a611236690f0704ced6078982adf20b0a33886/darts/models/forecasting/torch_forecasting_model.py#L1111) associated with Darts' Torch `Forecasting Models`, such as `BlockRNNModel`:  Based on my understanding,...

## Description I am running a PostgreSQL server in a Docker container and using Secure TCP/IP Connections with SSL. In my `postgresql.conf` file, I include the following lines: ``` ssl...

## Description The _Guides to HUMAnN utility scripts_ section includes a broken link back to the _Configuration_ section when describing the `humann_config` utility: > Used for viewing and setting HUMAnN...

Proposal: Make microViz available via Bioconda (and/or Bioconductor)

1

Hi @david-barnett! 👋 microViz has been very useful for Principal Coordinates Analysis (PCoA) as part of our metatranscriptomics workflows. Installing microViz would be even smoother if it were available through...