Simple, fast and handy data loaders for NILM datasets to explore the data at convenience, provided with basic transformations like resampling, normalization and extract activities by thresholding.
☆42Oct 31, 2024Updated 2 years ago
Alternatives and similar repositories for nilm_analyzer
Users that are interested in nilm_analyzer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- The current notebook implements a simple disaggregator for deep-nilmtk models compatible with NILMtk.☆11Jan 14, 2023Updated 3 years ago
- BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience research…☆31Nov 1, 2026Updated last week
- ☆47Apr 11, 2022Updated 4 years ago
- ☆11Jul 3, 2023Updated 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.
- ☆14Dec 29, 2020Updated 5 years ago
- ☆77Mar 11, 2024Updated 2 years ago
- [ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters Time Series☆20Sep 29, 2025Updated last year
- A curated resources of awesome NILM resources☆222Apr 15, 2024Updated 2 years ago
- Overview of NILM works employing Deep Neural Networks on low frequency data☆14Apr 23, 2021Updated 5 years ago
- Notebook for Temporal Pooling NILM☆21May 10, 2023Updated 3 years ago
- ☆146Aug 4, 2026Updated 3 months ago
- ☆24May 12, 2020Updated 6 years ago
- ☆44May 20, 2023Updated 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.
- Sequence-to-point learning for non-intrusive load monitoring☆120Jun 28, 2020Updated 6 years ago
- Seq2subseq method for NILM☆43Nov 13, 2019Updated 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
- Adaptive Recurrence Graph for Appliance classification in NILM.☆19Sep 6, 2020Updated 6 years ago
- A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.☆149Sep 15, 2026Updated last month
- ☆10Nov 10, 2017Updated 9 years ago
- Deep Neural Networks Applied to Energy Disaggregation☆162Mar 18, 2019Updated 7 years ago
- Non-Intrusive Load Monitoring Toolkit (nilmtk)☆964Jul 20, 2026Updated 3 months ago
- Neural nilm python 3.3☆13Mar 1, 2021Updated 5 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.
- Non-Intrusive Load Monitoring based on VAE model☆43Apr 19, 2021Updated 5 years ago
- ☆18Jun 8, 2026Updated 5 months ago
- A schema for modelling meters, measurements, appliances, buildings etc☆56Nov 2, 2026Updated last week
- ☆57Jan 29, 2018Updated 8 years ago
- An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring☆44Jun 25, 2022Updated 4 years ago
- ☆27Nov 21, 2020Updated 5 years ago
- The code to reproduce all the numerical results and the plots of the paper.☆17Sep 9, 2021Updated 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
- A Synthetic Energy Consumption Dataset for Non-Intrusive Load Monitoring☆32Apr 7, 2020Updated 6 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.
- Repository of energy consumption data in London households measured by smart meter systems☆11Jul 30, 2019Updated 7 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 2 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
- Multi-NILM: Multi Label Non Intrusive Load Monitoring☆73May 21, 2020Updated 6 years ago
- NILM-EVAL: An evaluation framework for non-intrusive load monitoring algorithms☆120Jun 26, 2015Updated 11 years ago
- 非侵入式负荷检测,一个很水的毕设☆22May 16, 2020Updated 6 years ago
- 🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference☆20Dec 11, 2025Updated 10 months ago
Are these results useful?