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Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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Minyus/README.md

Yusuke Minami

Interests

  • AI
  • Machine Learning
  • Data Science
  • Computer Vision
  • Recommender Systems
  • Multi-modal Learning
  • Causal Inference
  • Healthcare

Personal Projects

Tech stack

  • dev/coding/editing environment
    • Wezterm (terminal with quick copying feature)
    • Claude Code
    • OpenCode
    • VS Code
    • Vim
    • Vifm
  • versioning
    • Git
    • Lazygit
  • shell
    • Bash
    • Xonsh (Python-powered and pip-installable shell with suggestions imported from bash-completion)
  • containerization
    • Docker
    • Kubernetes
  • CI/CD
    • GitLab CI/CD
  • Python formatting
    • Ruff (Fast Python linter which can replace Flake8, its plugins, black, isort, etc. for early issue detection)
  • Python packages
    • PyTorch
    • TensorFlow
    • Hugging Face
    • Scikit-learn
    • Numpy
    • Pandas
    • Polars
    • OpenCV
    • Apache Airflow
    • MLflow (ML Experiment tracking)
    • LanceDB (Vector DB)
    • Kedro
  • Golang
  • ML model serving
    • ONNX
    • Triton
  • SQL
    • PostgreSQL
    • Trino (formerly PrestoSQL)
    • Spark
  • 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

Pinned Loading

  1. pipelinexpipelinexPublic

    PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

    Python 228 11

  2. causalliftcausalliftPublic

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

    Python 358 45

  3. Python_Packages_for_Pipeline_WorkflowPython_Packages_for_Pipeline_WorkflowPublic

    This article compares open-source Python packages for pipeline/workflow development: Airflow, Luigi, Gokart, Metaflow, Kedro, PipelineX.

    56 7

  4. kedro-starters-sklearnkedro-starters-sklearnPublic

    Kedro starter templates using Scikit-learn and optionally MLflow

    Python 10 1

  5. kaggle_nflkaggle_nflPublic

    A solution for Kaggle NFL Big Data Bowl competition using PipelineX

    Python 8 1

  6. ml_configml_configPublic

    ML and MLOps configuration (Docker and rc files)

    Dockerfile 1 1