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Nasreddine D

05/30/2023, 3:08 PM
Hi, I was wondering if I had enough data to try any model in neural-forecast. I have 176 months history and I need to forecast 24 months into the future. Is it enough? Or not suitable? Which model would you recommend to test? Thank you very much.
k

Kin Gtz. Olivares

05/30/2023, 3:18 PM
Hey @Nasreddine D, Thanks for using the NeuralForecast library. • It is always advisable to compare against simple baselines https://nixtla.github.io/statsforecast/examples/models_intro.html#baseline-models • You can try to fit a NeuralForecast directly on your data, or you can try to use a pretrained/finetune model too https://nixtla.github.io/neuralforecast/examples/transfer_learning.html