Open Source Projects

Production-grade ML libraries from research to enterprise

2024

Twiga

Production forecasting library with REST-serving, MLOps, and hyperparameter optimization.

Active Updated: 2024-06

2023

MLPForecast

MLP-based net-load forecasting with uncertainty quantification for distribution networks.

Active Updated: 2024-03

GitHub Paper

2023

MLCFCD

Machine learning-based conformal forecasting with probabilistic predictions and coverage guarantees.

Maintained Updated: 2023-12

GitHub

2021

AWRGNILM

Adaptive weighted recurrence graphs for appliance recognition in non-intrusive load monitoring.

Maintained Updated: 2021-12

GitHub Paper

2020

Deep-NILMtk

Community-driven deep learning toolkit for NILM with automation, hyperparameters, and modular pipelines.

Community Updated: 2023-06

GitHub Paper

Contributing

These projects welcome contributions and collaboration.