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openmodelica-microgrid-gym

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

opense-cookbook

opflearn.jl

A Julia package that efficiently creates representative datasets for machine learning approaches to AC optimal power flow

optimal-control-via-neural-networks

Code repo for ICLR paper: Optimal Control Via Neural Networks: A Convex Approach

orion

A machine learning library for detecting anomalies in signals.

pandapower

Convenient Power System Modelling and Analysis based on PYPOWER and pandas

paper-tips-and-tricks

Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.

pca_music

Matlab code for my paper "Bayesian inference for PCA and MUSIC algorithms with unknown number of sources", IEEE Trans. on signal processing, 2018

personal-website

Code that'll help you kickstart a personal website that showcases your work as a software developer.

physics-informed-neural-networks-for-power-systems

piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and validation

pinn_system_identification

pipelinedp

PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.

pneumonia-detection-from-chest-x-ray-images-with-deep-learning

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

polarization

If you are a computer scientist or a physicists aspiring to become a quantum computing scientist, this list is for you. The topics include: Quantum mechanics Quantum information processing Quantum computing Quantum information theory

power-system-state-estimation

powergridworld

PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969

powergym

A Gym-like environment for Volt-Var control in power distribution systems.

powermodelsstateestimation.jl

A Julia Package for Power System State Estimation.

powersimulationsdynamics.jl

Julia package to run Dynamic Power System simulations. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.

powersystemprotections

Goal: This Project is designed as a repository of the main documents used in the development of the module Power System protection.

practicalai

📚A practical approach to learning machine learning.

probabilistic-volume-rendering

Probabilistic Volume Rendering

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

proximal

Sample implementations of proximal operators

pschub

A JupyterHub docker container for power systems computing

psse-via-dnns

pvr

Feature extraction for Probabilistic Volume Rendering

pydev

Python IDE for Eclipse

pygod

A Python Library for Graph Outlier Detection (Anomaly Detection)