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Battery evaluation and early prediction

Python 140 65 Updated May 19, 2025

A software tool to online identification of lithium-ion battery equivalent circuit model parameters

MATLAB 43 3 Updated May 22, 2023

Battery state of charge estimation using kalman filter in Matlab

MATLAB 364 103 Updated Apr 12, 2024

This repository contains much of the data, code, and visualizations associated with this manuscript:

Python 98 33 Updated Feb 19, 2020

An open source python library for automated feature engineering

Python 7,459 902 Updated Jun 5, 2025

A tool for quantitative analysis of differential capacity data!

Python 42 25 Updated Mar 15, 2024

An intuitive MATLAB GUI to compute the DRT

MATLAB 92 27 Updated Apr 27, 2024

A Python package for working with electrochemical impedance data

Python 243 112 Updated Sep 12, 2024

PyEIS: A Python-based Electrochemical Impedance Spectroscopy simulator and analyzer

Jupyter Notebook 196 59 Updated Aug 12, 2023

BEEP: A Python Library for Battery Evaluation and Early Prediction. To cite this software publication: https://www.sciencedirect.com/science/article/pii/S2352711020300492

Python 29 9 Updated May 16, 2020

Fast and flexible physics-based battery models in Python

Python 1,291 624 Updated Jun 12, 2025

Python version of Gregory Plett's ESCtoolbox

Python 95 44 Updated Feb 14, 2021

Fork of GitHub Desktop to support various Linux distributions

TypeScript 7,325 542 Updated May 19, 2025
C 9 Updated Oct 16, 2021

A tool for better automating CAN-data proccessing in python

C 17 5 Updated Aug 9, 2021

notes about machine learning

HTML 3,322 911 Updated Nov 22, 2021

about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.

Jupyter Notebook 230 81 Updated May 29, 2020

Apache Airflow tutorial

Jupyter Notebook 955 1,009 Updated Nov 3, 2022

The can package provides controller area network support for Python developers

Python 1,410 637 Updated Jun 6, 2025

Code for Nature energy manuscript

Jupyter Notebook 537 199 Updated Jul 6, 2023
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