A curated resources of awesome NILM resources
☆215Apr 15, 2024Updated 2 years ago
Alternatives and similar repositories for awesome-nilm
Users that are interested in awesome-nilm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆139Jun 30, 2025Updated 10 months ago
- An archive for NILM papers with source code and other supplemental material☆143Jan 19, 2024Updated 2 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆131Jul 5, 2020Updated 5 years ago
- This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting …☆40Sep 14, 2023Updated 2 years ago
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆143Apr 20, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆931Nov 24, 2025Updated 5 months ago
- Deep Neural Networks Applied to Energy Disaggregation☆159Mar 18, 2019Updated 7 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆139Nov 10, 2024Updated last year
- Seq2subseq method for NILM☆44Nov 13, 2019Updated 6 years ago
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆81Dec 5, 2020Updated 5 years ago
- ☆61Apr 19, 2021Updated 5 years ago
- WaveNILM as published at ICASSP 2019☆33Sep 23, 2022Updated 3 years ago
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆36Dec 17, 2019Updated 6 years ago
- An Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are propo…☆47Jun 10, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- ☆77Mar 11, 2024Updated 2 years ago
- 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
- 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
- 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
- A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitorin…☆41May 25, 2022Updated 3 years ago
- ☆83Jan 20, 2017Updated 9 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
- Overview of research papers with focus on low frequency NILM employing DNNs☆23Sep 1, 2022Updated 3 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.
- Codes to extract features from the V-I trajectory for the classification step in Non-Intrusive Load Monitoring (NILM) approaches.☆20Jan 25, 2022Updated 4 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
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆20Sep 6, 2020Updated 5 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
- Non intrusive load monitoring using machine learning☆22Feb 2, 2018Updated 8 years ago
- ☆56Jan 29, 2018Updated 8 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 5 years ago
- ☆12Dec 29, 2020Updated 5 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆10Jul 31, 2017Updated 8 years ago
- ☆23Dec 12, 2019Updated 6 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 5 years ago
- ☆48Apr 11, 2022Updated 4 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 4 years ago
- ☆12Jul 30, 2024Updated last year
- Non Intrusive Load Monitoring data repository and data converter for NILMTK☆11Feb 10, 2017Updated 9 years ago