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Achievements

Achievement: Starstruckx2Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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Minyus/README.md

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

       

Pinned Loading

  1. pipelinex pipelinex Public

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

    Python 223 11

  2. causallift causallift Public

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

    Python 339 42

  3. Python_Packages_for_Pipeline_Workflow Python_Packages_for_Pipeline_Workflow Public

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

    55 6

  4. kedro-starters-sklearn kedro-starters-sklearn Public

    Kedro starter templates using Scikit-learn and optionally MLflow

    Python 9 1

  5. kaggle_nfl kaggle_nfl Public

    A solution for Kaggle NFL Big Data Bowl competition using PipelineX

    Python 7 1

  6. ml_config ml_config Public

    ML and MLOps configuration (Docker and rc files)

    Dockerfile 1 1