This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.
☆40Sep 14, 2023Updated 2 years ago
Alternatives and similar repositories for nilm-thresholding
Users that are interested in nilm-thresholding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆40Apr 25, 2020Updated 6 years ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- Seq2subseq method for NILM☆44Nov 13, 2019Updated 6 years ago
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- An archive for NILM papers with source code and other supplemental material☆143Jan 19, 2024Updated 2 years ago
- WaveNILM as published at ICASSP 2019☆33Sep 23, 2022Updated 3 years ago
- A curated resources of awesome NILM resources☆215Apr 15, 2024Updated 2 years ago
- ☆12Dec 29, 2020Updated 5 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆131Jul 5, 2020Updated 5 years ago
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 3 years ago
- ☆48Apr 11, 2022Updated 4 years ago
- Sequence-to-point learning for non-intrusive load monitoring☆114Jun 28, 2020Updated 5 years ago
- ☆12Jul 30, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ST-NILM is a new integrated architecture based on the Scattering Transform. It has a DCN (Deep Convolutional Network) with analytical wav…☆12Mar 2, 2024Updated 2 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆139Nov 10, 2024Updated last year
- Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)☆78Jul 2, 2020Updated 5 years ago
- ☆15Dec 7, 2023Updated 2 years ago
- ☆139Jun 30, 2025Updated 10 months ago
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆36Dec 17, 2019Updated 6 years ago
- ☆27Nov 21, 2020Updated 5 years ago
- A schema for modelling meters, measurements, appliances, buildings etc☆53Jul 11, 2025Updated 10 months ago
- 非侵入式负荷检测,一个很水的毕设☆22May 16, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆61Apr 19, 2021Updated 5 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 5 years ago
- Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monito…☆31Sep 24, 2020Updated 5 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- 完成我的毕业论文,顺便记录一下NILM(非侵入式负荷监测)的学习过程,帮助其他研究NILM的中国学生轻松上手☆35Dec 8, 2023Updated 2 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆96Sep 8, 2025Updated 8 months ago
- Easy to implement and customize an end-to-end machine learning pipeline for training the archiecture of seq2point model for energy disagg…☆12Feb 23, 2023Updated 3 years ago
- This package contains codes for the paper Multi-label Learning for Appliances Recognition in NILM using Fryze-Current Decomposition and C…☆10Dec 29, 2022Updated 3 years ago
- Deep-NILMtk is an open source package designed specifically for deep models applied to solve NILM. It implements the general NILM pipelin…☆35May 31, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- In this repository are available codes in python for implementation of classification of loads and event detection using PLAID dataset☆28Jun 14, 2022Updated 3 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- ☆14Mar 15, 2021Updated 5 years ago
- Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resamp…☆41Oct 31, 2024Updated last year
- Overview of NILM works employing Deep Neural Networks on low frequency data☆14Apr 23, 2021Updated 5 years ago
- ☆15Nov 9, 2016Updated 9 years ago
- ☆25May 12, 2020Updated 5 years ago