PyKale
A library built upon PyTorch for multimodal learning and transfer learning from multiple data sources
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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.