Masaki KozukiinOptunaParallel Hyperparameter Tuning With Optuna and Kubeflow PipelinesTuning hyperparameters in parallel with Optuna and Kubeflow Pipeline (KFP) for product14 min read·Nov 6, 2020--1--1
Masaki KozukiinOptunaHow We Implement Hyperband in OptunaNow we can easily use Hyperband algorithm for better hyperparameter optimization.9 min read·Feb 26, 2020--1--1
Masaki KozukiGet Better fastai Tabular Model with OptunaThis post shows how to tune hyperparams in fastai models with Optuna.4 min read·Nov 1, 2019----
Masaki KozukiSwift for TensorFlow meetup in TokyoOn 2019/07/10, I attended Swift for TensorFlow meetup #1”.3 min read·Jul 12, 2019----
Masaki KozukiLessons from fastai Machine LearningI watched all the lessons after a long time from [this…4 min read·Feb 3, 2019----
Masaki KozukiWhat I Learned from fast.ai ML till 5This post is about what I learned from fastai Machine Learning course published this September. Edit (2018/10/20): Since fastai course 1…5 min read·Oct 21, 2018--1--1
Masaki Kozukisome deep learning algorithm related to fashionIn this January, I have worked on survey on virtual try-on and new pose image synthesis methods, using deep learning, mainly GANs.1 min read·Feb 10, 2018----
Masaki Kozukinote on Style Transfer methodsStyle Transfer is one of the most famous deep learning applications. You know one photo obtain the taste of another photo or famous…1 min read·Nov 22, 2017----
