Renuel Roberts

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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

Hello @ke7c2mi after implementing the changes you suggested my project got a huge improvement, Adding variables like time of day and using a nonlinear model lead to more accurate predictions. The model now account for factors that affect temperature fluctuations, giving realistic outputs ( temperature rising in the afternoon or decreasing at night). Although it's a bit slow but due to it making the prediction on hourly basis I think it works just fine for now

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