models: Add Time Series Forecasting models

intel / dffml

The easiest way to use Machine Learning. Mix and match underlying ML libraries and data set sources. Generate new datasets or modify existing ones with ease.

https://intel.github.io/dffml/main/

MIT License

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models: Add Time Series Forecasting models #1320

Open programmer290399 opened 2 years ago

programmer290399 commented 2 years ago

Pain Point

Currently, we have few models capable of time series forecasting and we need more models for the same.

Proposed Solution

Implement the following models in DFFML:

[ ] RNN Based Model
[ ] LSTM Based Model
[ ] N-beats
[ ] DeepAR
[ ] Temporal Fusion Transformer

jj551 commented 2 years ago

@programmer290399 can be done in GSOC2022

programmer290399 commented 2 years ago

@programmer290399 can be done in GSOC2022

Sorry @Kodalien, I didn't get your question (if it is one) here. Can you please elaborate a bit?