Francesco Martinuzzi

Batch cubes

2

Is there a way to get a batched `cubo`?

Having a function to convert a ReservoirComputing model to a MLJ `machine` would give access to a broad spectrum of useful functions and methods

```python sNIRv=SpectralIndex( short_name='sNIRv', long_name='SWIR-enhanced Near-InfraRed reflectance of Vegetation', formula='((N - R - S^2)/(N + R + S^2)) * N', reference='https://doi.org/10.22541/essoar.171561872.22414664/v1, application_domain='vegetation', date_of_addition='2024-05-14', contributor="https://github.com/MartinuzziFrancesco" ) ```

SI: Shadow Index * Application Domain: vegetation * Bands/Parameters: Any["B", "G", "R"] * Formula: ((1.0-B)*(1.0-G)*(1.0-R))^(1/3) * Reference: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.465.8749&rep=rep1&type=pdf The reference returns `message: "Token is required"`

Concatenate cubes in time

3

In the docs there's an example on how to concatenate cubes with different variables, so I was wondering if it is possible to concatenate cubes with same variables but on...

At the moment the papers are just randomly ordered. A good way to index them could be to put the in chronological order, the question is latest to oldest or...

[RESOURCES] Adding blog posts?

2

It could be interesting to add a new section for technical blog posts, bridging the gap between papers and code. This would exclude blog post specifically linked to a single...

Higher level recurrent layers

2

Hi! While it is relatively straightforward to implement higher level constructions like LSTM and GRU it's also nice to have a layer provided by the library like [PyTorch](https://github.com/pytorch/pytorch/blob/main/torch/nn/modules/rnn.py#L793) does, having...

NEW INDEX: RVSI (Red-Edge Vegetation Stress Index)

2

```python RVSI=SpectralIndex( short_name='RVSI', long_name=' Red-Edge Vegetation Stress Index', fformula = '((RE1 + RE2) / 2) - RE2', reference='https://popo.jpl.nasa.gov/pub/docs/workshops/98_docs/37.pdf', application_domain='vegetation', date_of_addition='2025-03-19', contributor="https://github.com/MartinuzziFrancesco" ) ``` There isn't really a DOI I guess,...