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adboost-dashboard

cbm_codes_open

This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.

computer-vision

Lecture notes and code samples for my course on Advanced Deep Learning for Computer Vision

data-engineering-zoomcamp

Free Data Engineering course!

deep-learning-experiments

Videos, notes and experiments to understand deep learning

dga-mvp

dga2

electricitytheftdetection

Electricity-Theft Detection in Smart Grids

energy-py-linear

Optimize battery storage using mixed integer linear programming

epdavid1.github.io

etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

genrl

A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL

image-to-coco-json-converter

Convert segmentation RGB mask images to COCO JSON format

islanding

jlum

keras_lstm_diagram

Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.

labelme2coco

A lightweight package for converting your labelme annotations into COCO object detection format.

lmp_shapefile

This code creates a .csv and .shp output of Locational Marginal Pricing Nodes for CAISO and most of WECC for GIS analysis

ml

Foundations of Machine Learning Course Materials.

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

power-systems-optimization

Power systems optimization course materials

power_transformers_failure_prediction

This is a sample code repository of the power transformer's health state (index) analysis or prediction by the regression model for experiment and learning purposes.

pyiso

Python client libraries for ISO and other power grid data sources.

siml

Machine Learning algorithms implemented from scratch

stuff

wesm-rtd

Wholesale Electricity Market (WESM) price forecasting tool for short-term forecasting of Load-Weighted Average Price

xlpe

Machine learning based health indexing of 20 kV XLPE power cables