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Berk Tınaz's Projects

cab-algorithm icon cab-algorithm

Implemented the "Continuum Armbed Bandit" algorithm given in the publication "On Two Continuum Armed Bandit Problems in High Dimensions". For playing arms, it uses the UCB1 algorithm as described in the text "Finite-time Analysis of the Multiarmed Bandit Problem".

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

knockurity icon knockurity

Knock detection based customizable home security system

space-invaders-vhdl icon space-invaders-vhdl

Implemented the world renowned arcade game Space Invaders for the FPGA board using VHDL. Inputs are being taken from the keyboard and the output is displayed over the VGA port.

swa_gaussian icon swa_gaussian

Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

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