A method combined federated learning, representation learning and deep learning for household energy consumption forecasting.
☆14Nov 27, 2024Updated last year
Alternatives and similar repositories for FLSL
Users that are interested in FLSL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A high-accuracy industrial electricity consumption forecasting model.☆22Jun 5, 2025Updated last year
- A web procedure for campus power management and operation. Established by wamp. The code uses HTML,CSS,JAVASCRIPT,PHP and SQL.☆15Jul 9, 2023Updated 2 years ago
- ☆22Feb 14, 2025Updated last year
- code for "Intra-hour Photovoltaic Generation Forecasting based on Multi-source Data and Deep Learning Methods." IEEE Transactions on Sust…☆43Dec 29, 2021Updated 4 years ago
- Self Supervised Learning for Time Series Using Similarity Distillation☆11Jun 29, 2022Updated 3 years 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.
- Source code for the paper titled: "Unlocking the full potential of smart charging: Addressing paused and delayed charging problems in ele…☆11May 22, 2024Updated 2 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year
- Source code for our ICCEP paper "Secure short-term load forecasting for smart grids with transformer-based federated learning".☆18Nov 14, 2023Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Sep 28, 2022Updated 3 years ago
- A code from paper "A Global Modeling Framework for Load Forecasting in Distribution Networks"☆14Apr 11, 2023Updated 3 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- Data cleaning code for gap filling☆10Oct 1, 2021Updated 4 years ago
- This code uses federated learning to forecast electrical power consumption of households while protecting data privacy.☆12Mar 9, 2024Updated 2 years ago
- [KDD 2026] Official implementation of "TimeDistill: Efficient Long-Term Time Series Forecasting with MLPs via Cross-Architecture Distilla…☆27Mar 22, 2026Updated 2 months 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.
- Missing data impuation GAN for solar data☆13Jan 12, 2023Updated 3 years ago
- A tool for making a probabilistic power forecast for a fleet of solar plants using an existing deterministic forecast☆16Dec 2, 2024Updated last year
- This package generates power grid scenarios using GEMINI trained on historical grid asset actual and forecasted values.☆13Dec 8, 2025Updated 6 months ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- Federated Learning for 5G Base Station Traffic Forecasting☆72May 10, 2025Updated last year
- a novel framework based on a physics-informed neural network dubbed as PhysCon that combines the interpretable ability of physical laws a…☆16Jan 4, 2023Updated 3 years ago
- 基于SpringBoot的员工及部门绩效管理系统☆15May 4, 2020Updated 6 years ago
- [TGRS2025, ISPRS2025, TGRS2026] semantic segmentation of remote sensing images☆178Jan 13, 2026Updated 5 months ago
- ☆13Dec 7, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [AAAI Oral 2026] This is the official code of our Paper "Sonnet: Spectral Operator Neural Network for Multivariable Time Series Forecasti…☆51Mar 20, 2026Updated 2 months ago
- Accompanying scripts and models for paper "Transfer learning strategies for solar power1 forecasting under data scarcity"☆20Apr 20, 2022Updated 4 years ago
- use federated learning to predict building energy consumption☆16Oct 23, 2021Updated 4 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆24Nov 17, 2022Updated 3 years ago
- [ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters Time Series☆21Sep 29, 2025Updated 8 months ago
- 星际争霸(代码来源于网络大神)☆45Jul 1, 2017Updated 8 years ago
- [ICML2025] Official Implementation of TimePro☆74Jul 29, 2025Updated 10 months ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- BaseNILM is a tool for solving the energy dissagregation problem. It aims to give a baseline systems for both new and experience research…☆30Jun 21, 2025Updated 11 months 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.
- Analyze PV production data to get single diode model parameters vs. time.☆33Feb 12, 2025Updated last year
- [NeurIPS2024] Official Pytorch Implementation of SSA-Seg☆48Nov 20, 2024Updated last year
- ☆30Jan 22, 2023Updated 3 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- PVnet main repo☆55Jun 12, 2026Updated last week
- Combine B-Splines (BS) and Radial Basis Functions (RBF) in Kolmogorov-Arnold Networks (KANs)☆31Nov 30, 2025Updated 6 months ago
- ☆30Mar 27, 2023Updated 3 years ago