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timeseriesAI / tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
https://timeseriesai.github.io/tsai/
Apache License 2.0
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Does timeseriesAI support multilabel regression? #746

Closed Loccret closed 1 year ago

Loccret commented 1 year ago

Hi there,

I'm curious whether timeseriesAI supports multilabel regression. I have a dataset with the shape of (samples, features, time steps), and the labels have a shape of (samples, label_features). Can I use timeseriesAI to regress the data directly to these labels?

I noticed that there is a TSMultiLabelClassification() transform for multilabel classification, but I haven't found a similar transform for regression tasks. Are there any specific transforms for multilabel regression in timeseriesAI?

Also, I wanted to bring to your attention that the Colab link provided in the 01a_MultiClass_MultiLabel_TSClassification.ipynb tutorial seems to be incorrectly connected to 01_Intro_to_Time_Series_Classification.ipynb. Would you please fix this issue?

Thank you!

Loccret commented 1 year ago

I managed to take care of such a problem in issue #618.