GitHub

piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes. APLR builds predictive, interpretable ...
IEEE

Dual-Stage Hybrid State-of-Charge Estimation of Lithium-Ion Battery Pack

Abstract: Estimation of State-of-Charge (SoC) of a battery pack is an essential function of Battery Management System in Electric Vehicles. This letter proposes a hybrid dual-stage estimation approach ...
PNAS

Cave records reveal recent origin of North America’s deepest canyon

This study reveals that a major drainage capture event took place at ~2.1 ± 1 Mya dramatically shaping Hells Canyon, North America’s deepest gorge (600 m deeper than the Grand Canyon). Our combination ...
Frontiers

Modeling continental US stream water quality using long-short term memory and weighted regressions on time, discharge, and season

The temporal dynamics of solute export from catchments are challenging to quantify and model due to confounding hydrological and biogeochemical processes and sparse measurements. Conventionally, the ...
GitHub

piecewise-regression (aka segmented regression) in python

Easy-to-use piecewise regression (aka segmented regression) in Python. For fitting straight lines to data where there are one or more changes in gradient (known as breakpoints). Based on Muggeo's ...
InfoWorld

14 popular AI algorithms and their uses

Large language models have captured the news cycle, but there are many other kinds of machine learning and deep learning with many different use cases. Amid all the hype and hysteria about ChatGPT, ...