A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
☆147Sep 15, 2026Updated last month
Alternatives and similar repositories for awesome-NILM-with-code
Users that are interested in awesome-NILM-with-code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆77Mar 11, 2024Updated 2 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☆39Dec 8, 2023Updated 2 years ago
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆81Dec 5, 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…☆36May 31, 2023Updated 3 years ago
- ☆44May 20, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A curated resources of awesome NILM resources☆220Apr 15, 2024Updated 2 years ago
- ☆61Apr 19, 2021Updated 5 years ago
- A new CNN architecture to perform detection, feature extraction, and multi-label classification of loads, in non-intrusive load monitorin…☆40May 25, 2022Updated 4 years ago
- ☆11Jul 30, 2024Updated 2 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
- In this repository are available codes in python for implementation of classification of loads and event detection using PLAID dataset☆26Jun 14, 2022Updated 4 years ago
- ☆27Nov 21, 2020Updated 5 years ago
- ☆47Apr 11, 2022Updated 4 years ago
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆145Aug 4, 2026Updated 2 months ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆73May 21, 2020Updated 6 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
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- Sequence-to-point learning for non-intrusive load monitoring☆120Jun 28, 2020Updated 6 years ago
- ST-NILM is a new integrated architecture based on the Scattering Transform. It has a DCN (Deep Convolutional Network) with analytical wav…☆11Mar 2, 2024Updated 2 years ago
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 6 years ago
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 4 years ago
- ☆13Dec 29, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- IPython Notebook to explore PLAID dataset☆38Jun 17, 2024Updated 2 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 6, 2020Updated 6 years ago
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 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…☆42Oct 31, 2024Updated 2 years ago
- Deep Neural Networks Applied to Energy Disaggregation☆162Mar 18, 2019Updated 7 years ago
- 非侵入式负荷检测，一个很水的毕设☆22May 16, 2020Updated 6 years ago
- Multi-appliance-task Non-intrusive Load Monitoring with Limited Labeled Data☆24Sep 4, 2023Updated 3 years ago
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆144Apr 20, 2021Updated 5 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆963Jul 20, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profile…☆25Nov 18, 2021Updated 4 years ago
- [KDD 2025] NILMFormer: A Sequence-To-Sequence Non-Stationarity Aware Transformer for Non-Intrusive Load Monitoring☆55May 26, 2026Updated 5 months ago
- Code for the experiments in "Sliding Window Approach for Online Energy Disaggregation Using Artificial Neural Networks"☆62Jun 27, 2020Updated 6 years ago
- A schema for modelling meters, measurements, appliances, buildings etc☆56Oct 26, 2026Updated last week
- Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)☆78Jul 2, 2020Updated 6 years ago
- WaveNILM as published at ICASSP 2019☆33Sep 23, 2022Updated 4 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 4 years ago