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Yusuke Minami

Interests

  • Data Science
  • Machine Learning
  • Artificial Intelligence
  • Computer Vision
  • Causal Inference

Popular Contents

Tech stack

  • IDE
    • VS Code
  • versioning
    • Git
  • shell
    • Bash
    • Xonsh (Python-powered and pip-installable shell with suggestions imported from bash-completion)
  • terminal
    • Wezterm (terminal with quick copying feature)
  • Editor
    • Vim
  • containerization
    • Docker
    • Kubernetes
  • CI/CD
    • GitLab CI/CD
  • Python formatting
    • Black (Python auto-formatting for early issue detection)
    • Ruff (Fast Python linter which can replace Flake8, its plugins, isort, etc. for early issue detection)
  • Python packages
    • PyTorch
      • MMPreTrain (formerly MMClassification and MMSelfSup)
    • TensorFlow
    • Scikit-learn
    • Pandas
    • OpenCV
    • Apache Airflow
    • MLflow (ML Experiment tracking)
    • Kedro
  • ML model serving
    • ONNX
    • Triton
  • SQL
    • Spark
    • Trino (formerly PrestoSQL)
  • storage access
    • rclone (Universal CLI to access remote storages such as S3, HDFS, etc.)
  • API framework
    • OpenAPI Specification

Natural languages

  • English
  • Mandarin Chinese
  • Japanese
  • Korean

Contacts

       

Yusuke Minami's Projects

tools_for_ml_lifecycle_management icon tools_for_ml_lifecycle_management

Comparison of ML Life Cycle Management (Experiment Tracking, Model Management, etc.): MLflow, DVC, Pachyderm, Sacred, Polyaxon, Allegro Trains, VertaAI ModelDB, Kubeflow Katib, Guild AI, Kubeflow Metadata, Weights & Biases, Neptune.ai, Valohai, Comet

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

twitterfollowbot icon twitterfollowbot

A Python bot that automates several actions on Twitter, such as following users and favoriting tweets.

wikipediatest icon wikipediatest

An example of Android app, using Wikipedia API (Search), AAC, Kotlin, Fuel

ysaito-qiita icon ysaito-qiita

qiita記事用の実験ファイルや実装したツール群

zr-obp icon zr-obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

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