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ml-playground-pipeline's Introduction

ML Playground ML Pipeline

使用技術

  • 言語: Python3.8
  • フレームワーク:
    • ワークフロー管理: kedro
    • 実験管理: mlflow tracking
  • 主要ライブラリ
    • numpy
    • pandas
    • spaCy (自然言語処理)
    • Annoy (近似最近傍探索)

コマンド

# 仮想環境起動
source .venv/bin/activate
# 仮想環境無効化
deactivate
# 実行(準備)
cd movie-recommender-ml-pipeline
# Kedro起動
kedro run
# jupyter notebook起動
kedro jupyter notebook
# kedro viz起動
kedro viz

パイプライン概要

コマンド

# ローカル用
$ kedro run
# k8s上
$ kedro run --env k8s

ml-playground-pipeline's People

Contributors

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