A curated resources of awesome NILM resources
☆214Apr 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:
- ☆141Jun 23, 2026Updated 2 weeks ago
- An archive for NILM papers with source code and other supplemental material☆146Jan 19, 2024Updated 2 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆132Jul 5, 2020Updated 6 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- This repository is no longer actively maintained.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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆937Nov 24, 2025Updated 7 months ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆141Nov 10, 2024Updated last year
- Sequence-to-point learning for non-intrusive load monitoring☆117Jun 28, 2020Updated 6 years ago
- Seq2subseq method for NILM☆43Nov 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
- The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source cod…☆92Feb 25, 2018Updated 8 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 7 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 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.
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 4 years ago
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆119Jun 26, 2015Updated 11 years ago
- This repo provides four weight pruning algorithms for use in sequence-to-point energy disaggregation as well as three alternative neural …☆42Apr 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
- ☆83Jan 20, 2017Updated 9 years ago
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 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
- 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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☆37Dec 8, 2023Updated 2 years ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 6, 2020Updated 5 years ago
- Non intrusive load monitoring using machine learning☆22Feb 2, 2018Updated 8 years ago
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆72May 21, 2020Updated 6 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆98Sep 8, 2025Updated 10 months ago
- ☆13Dec 29, 2020Updated 5 years ago
- ☆10Jul 31, 2017Updated 8 years ago
- ☆43May 20, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Dec 7, 2023Updated 2 years ago
- Non-Intrusive Appliance Load Monitoring (NILM) based on Convolutional Neural Networks for PyTorch☆11Sep 5, 2020Updated 5 years ago
- Overview of NILM works employing Deep Neural Networks on low frequency data☆14Apr 23, 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
- Non Intrusive Load Monitoring data repository and data converter for NILMTK☆11Feb 10, 2017Updated 9 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
- The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea☆26Dec 8, 2022Updated 3 years ago