What is PyKale?
PyKale is a Python library providing accessible machine learning from multiple data sources for interdisciplinary research, particularly multimodal learning and transfer learning, named collectively as Knowledge-aware machine learning (Kale).
Multimodal/Transfer Learning
Learn from data of multiple sources (modalities / domains) under one roof.
Accessible Machine Learning
Separate code and configurations for non-programmers to configure systems without coding.
Unified Pipeline-based API
All machine learning workflows follow a standardized six-step pipeline.
The Core PyKale Team
Haiping Lu
Lawrence Schobs
Peizhen Bai
Raivo Koot
Robert Turner
Shuo Zhou
Xianyuan Liu
Developed mainly at the University of Sheffield, with partial support by a Wellcome Trust Innovator Award.