Yusuke Minami – Medium

Yusuke Minami

Yusuke Minami

Summary of “Machine Learning Operations (MLOps): Overview, Definition, and Architecture”

Paper at: https://arxiv.org/ftp/arxiv/papers/2205/2205.02302.pdf

May 13, 2023

Summary of “Machine Learning Operations (MLOps): Overview, Definition, and Architecture”

May 13, 2023

Yusuke Minami

Mystery of precision: why precision of imbalanced classification is low or unstable

This article for Data Scientists answers the following 2 questions:

Feb 5, 2023

Mystery of precision: why precision of imbalanced classification is low or unstable

Feb 5, 2023

Yusuke Minami

How to display images accessible from remote machines in terminal apps (iTerm2 or Wezterm) with…

TL;DR Use iTerm2 or Wezterm rather than Mac’s Terminal app Run `pip install imgcat ; imgcat https://foo.com/bar.jpg`

Apr 24, 2022

Apr 24, 2022

Yusuke Minami

Comparison of pipeline/workflow packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX

The same content is available at: https://github.com/Minyus/Python_Packages_for_Pipeline_Workflow/blob/master/README.md

Feb 2, 2020

Comparison of pipeline/workflow packages: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX

Feb 2, 2020

Yusuke Minami

CausalLift: Python package for Uplift Modeling in real-world business

Were you asked to predict which customer will buy a product or which customer will churn? Uplift Modeling might be the one you need.

Apr 5, 2019

CausalLift: Python package for Uplift Modeling in real-world business

Apr 5, 2019

Yusuke Minami

OptKeras, a wrapper around Keras and Optuna

A Python package to optimize hyperparameters of Keras Deep Learning models

Feb 18, 2019

OptKeras, a wrapper around Keras and Optuna

Feb 18, 2019

Yusuke Minami

Yusuke Minami

Data Scientist in Singapore. Author of ML Python packages: CausalLift (marketing) & PipelineX (pipeline for experimentation). linkedin.com/in/yusukeminami/

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