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[[http://martin.zinkevich.org/rules_of_ml/rules_of_ml.pdf|Rules of Machine Learning: Best Practices for ML Engineering]] [[https://github.com/jostmey/NakedTensor|NakedTensor: Bare bone examples of machine learning in TensorFlow]] [[https://generalabstractnonsense.com/2017/03/A-quick-look-at-Support-Vector-Machines/|A quick look at Support Vector Machines | General Abstract Nonsense]] == Applications == https://github.com/luanfujun/deep-photo-styletransfer: Given a "style" photo and a "target" photo, make the target photo look visually similar to the style photo https://github.com/junyanz/interactive-deep-colorization: Colorize black & white photos. == Linear Algebra == === Books === Axler, Sheldon. ''Linear Algebra Done Right''. |
Machine Learning for Everyday Tasks
Rules of Machine Learning: Best Practices for ML Engineering
NakedTensor: Bare bone examples of machine learning in TensorFlow
A quick look at Support Vector Machines
Applications
https://github.com/luanfujun/deep-photo-styletransfer: Given a "style" photo and a "target" photo, make the target photo look visually similar to the style photo
https://github.com/junyanz/interactive-deep-colorization: Colorize black & white photos.
Linear Algebra
Books
Axler, Sheldon. Linear Algebra Done Right.