Tutorials and Python codes for tensor factorization/completion/regression techniques with practical applications:
- Image inpainting
- Recommender systems
In a hurry? Please check out our contents as follows.
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Part 1: Foundations [coming soon!]
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Part 2: Matrix Factorization and Completion Techniques
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Part 3: Tensor Factorization Techniques
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Part 4: Low-Rank Tensor Completion Techniques [coming soon!]
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Part 5: Multi-dimensional Tensor Regression [coming soon!]
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If you just want to read the tutorial, please follow the link of above contents directly.
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If you want to run the code, please
- download (or clone) this repository,
- open the
.ipynb
file using Jupyter notebook, - and run the code.