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Nixtla / neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.
https://nixtlaverse.nixtla.io/neuralforecast
Apache License 2.0
3.12k stars 359 forks source link

Adding MLflow loading and forecasting capability #1027

Open cargecla1 opened 5 months ago

cargecla1 commented 5 months ago

Description

It will be good to add MLflow loading and forecasting capability. @jmoralez

Use case

To use MLflow to deploy models, this could also be leveraged with ONNX.

cargecla1 commented 4 months ago

Should I work on this? @jmoralez are you or anyone else available to support with reviews?

jmoralez commented 4 months ago

I've been meaning to adapt this example but haven't had the time. If you want to give it a go I can review.

cargecla1 commented 4 months ago

I've been meaning to adapt this example but haven't had the time. If you want to give it a go I can review.

Hello @jmoralez ,

I will give it a go, thanks.

cargecla1 commented 2 months ago

Hello @jmoralez

I went on holidays and got busy on my return. By any change did you start a PR for this already? Just double checking before I create one.

Cheers

jmoralez commented 2 months ago

I recently implemented this in mlforecast, which is basically a copy of the sktime example, just changing the model wrapper. You can try that.

cargecla1 commented 2 months ago

Hello @jmoralez

I will try to adapt this, thank you.

I recently implemented this in mlforecast, which is basically a copy of the sktime example, just changing the model wrapper. You can try that.