Hi everyone, I am Juan, a 4th year undergraduate Physics student from Universidad Complutense de Madrid, Spain. I went into Deep Learning and Deep Learning Optimization techniques as part of my final degree thesis, so I am applying for GSoC 2019 - CTLearn Optimization project. This project aims to implement an automated model optimization framework in CTLearn, including several optimization algorithms:
-Grid and random search.
-Bayesian Optimization based techniques
-Genetic Algorithms.
My contributions till now have been to issue #89 , where I have implemented a proof-of-concept framework for optimizing CTLearn models, including both Tree Parzen Estimators based Bayesian optimization and random search. My work can be found in this PR.
Hi everyone, I am Juan, a 4th year undergraduate Physics student from Universidad Complutense de Madrid, Spain. I went into Deep Learning and Deep Learning Optimization techniques as part of my final degree thesis, so I am applying for GSoC 2019 - CTLearn Optimization project. This project aims to implement an automated model optimization framework in CTLearn, including several optimization algorithms:
-Grid and random search. -Bayesian Optimization based techniques -Genetic Algorithms.
My contributions till now have been to issue #89 , where I have implemented a proof-of-concept framework for optimizing CTLearn models, including both Tree Parzen Estimators based Bayesian optimization and random search. My work can be found in this PR.