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
🎓 Path to a free self-taught education in Computer Science!
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
A beautiful, simple, clean, and responsive Jekyll theme for academics
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Jupyter notebooks for teaching/learning Python 3
Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)
Google Coding Competitions problem archive
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Companion webpage for the book "Bayesian Optimization" by Roman Garnett
Material for The Mathematical Engineering of Deep Learning. See https://deeplearningmath.org
Open source package for Survival Analysis modeling
This is the official repository for the "doggo dot jl" YouTube channel (fka "julia for talented amateurs").
Decision making under uncertainty using the POMDPs.jl ecosystem taught by Robert Moss
We study the performance of various deep reinforcement learning algorithms for the problem of microgrid’s energy management system. We propose a novel microgrid model that consists of a wind turbin…
Seriously Unnecessary Baffling Obscure Perplexing Terms In MAchine Learning
Interactive Visualization and Plotting with Julia, Published by Packt
SciML-Bench Benchmarks for Scientific Machine Learning (SciML), Physics-Informed Machine Learning (PIML), and Scientific AI Performance
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Tutorials, scripts and other modeling aspects of agrivoltaics developed by the InSPIRE team