Lists (32)
Aurora cross the wall
ChatGPT
Daily explore repo
a temporary folder to keep new repo for further selectionData_analysis
Decision-making related
Sequential decision-making related libraries.Deep learning based libraries
Deep learning related tools
FC_EMS
Filters
Currently mainly includes Kalman filters implemented in pythonFuel cell/battery modeling
Gradient_based learning
How to write code
JOSS
Julia
Julia_con
materials for Julia conference 2022Julia_learning
learning materials for JuliaJupyter tools
Latex resources
Linux
ML_DL_RL_learning_materials
collection of learning materials related to modern learningPEM fuel cell libraries
PhD resources
Physics-informed NN
Plots
Pyhton optimization libraries
These libraries are for solving optimization problems (mostly in python).Python language
Reliability engineering
RL_coures(books)_resources
Include some RL courses or other learning materials.RL libraries
The libraries for reinforcement learning-based problems, including RL env, agents, etc.Social media
Includes MastodonTime series dataset
A collection of time series dataset for prediction tasksTime series forecasting
Time series related libraries. The tasks include forecastingStars
A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.
LaTeX class and template for Marie Skłodowska-Curie Actions Postdoctoral Fellow (MSCA-PF) grant applications
A NLEIS toolbox for impedance.py that provides RC level nonlinear equivalent circuit modeling (nECM) and analysis
AI-powered CLI tool for automated electrochemical impedance spectroscopy (EIS) data analysis
LaTeX template for ERC proposals
Implementations, Pre-training Code and Datasets of Large Time-Series Models
Probabilistic electrochemical impedance analysis with the distribution of relaxation times (DRT)
Hierarchical Bayesian inversion of electrochemical impedance spectroscopy (EIS) data
AlphaPEM is an open-source software package for simulating proton exchange membrane fuel cell (PEMFC) systems using physics-based models for embedded applications.
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
An extension of XGBoost to probabilistic modelling
A physics-informed neural network for battery SOH estimation
Unified Training of Universal Time Series Forecasting Transformers
Source code for Semi-supervised learning for explainable few-shot battery lifetime prediction. Details can be found in README.
Touying is a powerful package for creating presentation slides in Typst.
Lumped-element impedance calculator and frequency-domain plotter.
Examples to control Zahner power potentiostats (PP2x2, EL1002, XPOT2) of the latest generation with Python.
Compares two latex files and marks up significant differences between them. Releases on www.ctan.org and mirrors
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A course on composable system modeling, differential-algebraic equations, acausal modeling, compilers for simulation, and building digital twins of real-world devices
A Library for Gaussian Processes in Chemistry