NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms
☆119Jun 26, 2015Updated 11 years ago
Alternatives and similar repositories for nilm-eval
Users that are interested in nilm-eval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Deep Neural Networks Applied to Energy Disaggregation☆160Mar 18, 2019Updated 7 years ago
- ☆57Jan 29, 2018Updated 8 years ago
- ☆141Updated this week
- ☆83Jan 20, 2017Updated 9 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.
- Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.☆143Apr 20, 2021Updated 5 years ago
- A curated resources of awesome NILM resources☆214Apr 15, 2024Updated 2 years ago
- Transfer Learning for Non-Intrusive Load Monitoring☆132Jul 5, 2020Updated 6 years ago
- Latent Bayesian melding for non-intrusive load monitoring (energy disaggregation)☆22May 8, 2019Updated 7 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
- [NILM@SenSys 2020] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring☆81Dec 5, 2020Updated 5 years ago
- An aided linear integer programming (ALIP) non-intrusive load monitoring (NILM) algorithm.☆10Aug 31, 2017Updated 8 years ago
- Sequence-to-point learning for non-intrusive load monitoring (energy disaggregation)☆78Jul 2, 2020Updated 6 years ago
- AMBAL-based NILM Trace generator☆23Sep 30, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A schema for modelling meters, measurements, appliances, buildings etc☆54Updated this week
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 4 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
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- Repo for am207 final project☆13May 6, 2016Updated 10 years ago
- Metadata for my UK Domestic Appliance-Level Electricity (UK-DALE) dataset☆16Jul 16, 2017Updated 9 years ago
- ☆19Aug 26, 2015Updated 10 years ago
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆32Apr 7, 2020Updated 6 years ago
- IPython Notebook to explore PLAID dataset☆37Jun 17, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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 last week
- 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
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 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 3 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
- 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
- A reimplementation of Jack Kelly's rectangles neural network architecture based on Keras and the NILMToolkit.☆36Dec 17, 2019Updated 6 years ago
- Non Intrusive Load Monitoring data repository and data converter for NILMTK☆11Feb 10, 2017Updated 9 years ago
- The tracebase appliance-level power consumption data set☆40Feb 26, 2020Updated 6 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.
- Energy disaggregation - Deep learning approach.☆11Feb 2, 2018Updated 8 years ago
- Energy Management Using Real-Time Non-Intrusive Load Monitoring☆98Sep 8, 2025Updated 10 months ago
- GAN-NILM: Using Generative Adversarial Networks to perform Non-Intrusive Load Monitoring (aka load disaggregation)☆26Jul 19, 2021Updated 5 years ago
- The ENERTALK Dataset, 15 Hz Electricity Consumption Data from 22 Houses in Korea☆26Dec 8, 2022Updated 3 years ago
- ☆10Nov 10, 2017Updated 8 years ago
- HIRE - HIgh Resolution Energy Demand simulation model☆16Dec 16, 2020Updated 5 years ago
- Implements a modified version of the CUSUM algorithm for robust detection of step-like changes time-series data☆15Jul 2, 2020Updated 6 years ago