Pinned Repositories
ad-recommender
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!
ElectricityTheftDetection
Electricity-Theft Detection in Smart Grids
ETDataset
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
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.
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
epdavid1's Repositories
epdavid1/wesm-rtd
Wholesale Electricity Market (WESM) price forecasting tool for short-term forecasting of Load-Weighted Average Price
epdavid1/xlpe
Machine learning based health indexing of 20 kV XLPE power cables
epdavid1/ad-recommender
epdavid1/adboost-dashboard
epdavid1/cbm_codes_open
This repository contains data and code that implement common machine learning algorithms for machinery condition monitoring task.
epdavid1/computer-vision
Lecture notes and code samples for my course on Advanced Deep Learning for Computer Vision
epdavid1/data-engineering-zoomcamp
Free Data Engineering course!
epdavid1/Deep-Learning-Experiments
Videos, notes and experiments to understand deep learning
epdavid1/dga-mvp
epdavid1/ElectricityTheftDetection
Electricity-Theft Detection in Smart Grids
epdavid1/energy-py-linear
Optimize battery storage using mixed integer linear programming
epdavid1/epdavid1.github.io
epdavid1/ETDataset
The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.
epdavid1/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.
epdavid1/dga2
epdavid1/genrl
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
epdavid1/image-to-coco-json-converter
Convert segmentation RGB mask images to COCO JSON format
epdavid1/islanding
epdavid1/jlum
epdavid1/Keras_LSTM_Diagram
Understanding Keras Recurrent Nets' structure and data flow (mainly LSTM) in a single diagram.
epdavid1/labelme2coco
A lightweight package for converting your labelme annotations into COCO object detection format.
epdavid1/LMP_Shapefile
This code creates a .csv and .shp output of Locational Marginal Pricing Nodes for CAISO and most of WECC for GIS analysis
epdavid1/ml
Foundations of Machine Learning Course Materials.
epdavid1/mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
epdavid1/power-systems-optimization
Power systems optimization course materials
epdavid1/pyiso
Python client libraries for ISO and other power grid data sources.
epdavid1/siml
Machine Learning algorithms implemented from scratch
epdavid1/stuff