Metric learning

[MaxHalford]

I took a first stab at metric learning but I'm having trouble making it work. Here is a notebook that contains what I tried. Here are some references:

• Online and Batch Learning of Pseudo-Metrics
• Information-Theoretic Metric Learning
• Online Metric Learning and Fast Similarity Search
• An Online Algorithm for Large Scale Image Similarity Learning