lizhangzhan/Sum-of-Functions-Optimizer
Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.
Optimizers for machine learning
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Implements SFO minibatch optimizer in Python and MATLAB, and reproduces figures from paper.
Exploring differentiation with respect to hyperparameters
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Public repository.