Sktime integration with deep learning backends - pytorch and huggingface
- Mentors
- Bene, Anirban Ray, Kiril Ralinovski
- Organization
- sktime
- Technologies
- python, github, pytorch, scikit-learn, HuggingFace
- Topics
- machine learning, data science, ai, deep learning, time series, toolbox frameworks
Sktime provides a user-friendly interface for a range of forecasting algorithms and time-series functionalities. To enhance its capabilities further, we can integrate deep learning models from pytorch and huggingface. This integration will significantly extend Sktime’s functionality by incorporating advanced deep learning architectures, foundational models, and global forecasting capabilities.