A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
☆143Sep 15, 2026Updated last week
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
- 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
- ☆61Apr 19, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A curated resources of awesome NILM resources☆219Apr 15, 2024Updated 2 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting …☆40Sep 14, 2023Updated 3 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
- ☆47Apr 11, 2022Updated 4 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆104Sep 8, 2025Updated last year
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 2 years ago
- ☆27Nov 21, 2020Updated 5 years ago
- 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.
- Sequence-to-point learning for non-intrusive load monitoring☆120Jun 28, 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
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆73May 21, 2020Updated 6 years ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 5 years ago
- Non Intrusive Load Monitoring based on Graph Neural Networks and Representation Learning☆11Oct 18, 2022Updated 3 years ago
- ☆143Aug 4, 2026Updated last month
- 非侵入式负荷检测，一个很水的毕设☆22May 16, 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
- Deep Neural Networks Applied to Energy Disaggregation☆162Mar 18, 2019Updated 7 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.
- Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resamp…☆42Oct 31, 2024Updated last year
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 4 years ago
- Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profile…☆25Nov 18, 2021Updated 4 years ago
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆144Apr 20, 2021Updated 5 years ago
- ☆13Dec 29, 2020Updated 5 years ago
- Overview of research papers with focus on low frequency NILM employing DNNs☆24Sep 1, 2022Updated 4 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆952Jul 20, 2026Updated 2 months ago
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆43Apr 25, 2020Updated 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.
- BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience research…☆30Jul 10, 2026Updated 2 months ago
- 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
- NILM (Non-intrusive Load Monitoring) 实验代码与结果 本仓库包含使用深度学习模型（LSTM、RNN 和 MultiHead Transformer）进行非侵入式负荷检测的代码和实验结果。NILM 技术用于从总负荷数据中提取各个电器的用电信…☆20Oct 21, 2024Updated last year
- ☆24May 12, 2020Updated 6 years ago
- Neural nilm python 3.3☆13Mar 1, 2021Updated 5 years ago
- WaveNILM as published at ICASSP 2019☆33Sep 23, 2022Updated 3 years ago
- An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.☆10Aug 31, 2017Updated 9 years ago