jankrepl / deepdow

Portfolio optimization with deep learning.
https://deepdow.readthedocs.io
Apache License 2.0
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Generative Meta-Learning for Sparse Portfolio Optimization #142

Closed kayuksel closed 1 year ago

kayuksel commented 1 year ago

Hello Jan, I thought you might be interested in a project I've been working on. I have developed a deep generative model for meta-learning optimization and applied that to sparse index tracking. I've just released the open-source PyTorch implementation of the method (and Fast CMA-ES, a popular non-convex optimizer). I'd love to receive your thoughts and contribution to the repository.