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  • Nanjing Normal University

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The SE, IISE, MCS and Lagrange multipliers methods are used to evaluate the reliability indices of power systems. The EENS is used as the reliability indices. The RTS-79 case is included.

MATLAB 11 Updated Apr 30, 2024

A real-world dataset for EV-related research, e.g., spatiotemporal prediction and urban energy management.

Python 96 23 Updated Dec 23, 2024

Traffic flow predict. Implementation of graph convolutional network with PyTorch

Python 105 31 Updated Nov 29, 2020

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Jupyter Notebook 6,614 1,545 Updated Nov 26, 2024

Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control

Python 47 10 Updated May 16, 2022

We learn the dynamics model of a robot using a physics-informed neural network and use it to train a model-based RL algorithm.

Python 32 5 Updated Jun 14, 2024

Artificial Neural Nets that incorporate Rigorous Coupled Wave Analysis into Loss Function

MATLAB 8 4 Updated Apr 26, 2022

An Open-sourced Knowledgable Large Language Model Framework.

Python 1,257 128 Updated Dec 28, 2024

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

1,094 193 Updated Aug 7, 2024

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

Python 354 24 Updated Sep 26, 2023

A website displaying hundreds of charts made with Python

HTML 1,986 382 Updated Nov 22, 2024

Data graph beautification for MATLAB

26 6 Updated Nov 5, 2022

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

C++ 812 174 Updated Feb 17, 2022

Material for the "Probabilistic Machine Learning" Course at the University of Tübingen, Summer Term 2023

137 30 Updated Sep 18, 2023

Probabilistic Modeling Toolkit for Matlab/Octave.

HTML 1,550 794 Updated Jun 23, 2021

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

Python 57,684 5,875 Updated Aug 24, 2024