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How to run R-style linear regressions in Python the easy way

If you have experience with R or want a quick way to generate a regression with statsmodels using a pandas DataFrame, you can ...
IEEE

Quantitative Diagnosis of Micro-Short-Circuit Fault for Lithium-Ion Batteries Based on Correlation-Reconstructed Voltages

Abstract: Short circuit (SC) is an important cause of thermal runaway in electric vehicles (EVs) batteries. A battery model is a valuable tool for quantitatively diagnosing micro-SC (MSC) faults to ...
IEEE

Gradient Compression and Correlation Driven Federated Learning for Wireless Traffic Prediction

Abstract: Wireless traffic prediction plays an indispensable role in cellular networks to achieve proactive adaptation for communication systems. Along this line, Federated Learning (FL)-based ...