Renuel Roberts
DIIDevHeads IoT Integration Server
•Created by Renuel Roberts on 12/18/2024 in #📡-edge-networking
Resolving Unrealistic Weather Predictions in MicroPython Linear Regression Model on Raspberry Pi Pic
Thanks, that gives me some confidence to proceed. I'll start by adding time of day as a variable and explore a few non-linear models to see if I can capture those periodic patterns more effectively.
Good to know that running this on the Pico should be feasible, even if the predictions take a bit of time, it sounds manageable. I’ll also consider reducing the model complexity to fit the Pico’s constraints better. If I do hit a wall with performance, I might look into offloading part of the processing to a more powerful device, as you mentioned.
Appreciate the advice! I'll let you know how it goes once I've made these adjustments.
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