Time interval importance with tsai

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

5.1k stars 639 forks source link

Time interval importance with tsai #604

Closed saeidehdavoudi closed 1 year ago

saeidehdavoudi commented 1 year ago

Hello, I am wondering if this library has any function to specify which time points play key role in classification? I have a task and it is important for me to see which time intervals make significant discrimination.

oguiza commented 1 year ago

Hi @saeidehdavoudi , Yes, there's functionality to analyze step importance. You can learn more about it here: step_importance

oguiza commented 1 year ago

Closed due to lack of response.