MLOps Advent Calendar 2021
Participant14People
Subscriber65People
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Category:DevOpts & Infrastructure & SRE
Creator:@cvusk
MLOps(機械学習のDevOps)に関するAdvent calendarです。
機械学習基盤や学習パイプライン、推論エンジン、ライブラリ、運用、評価等々、機械学習のエンジニアリングであれば制限ありません。
ぜひお気軽に投稿してください!
機械学習基盤(KubeFlow, MLflow, MetaFlow)
サービス(AWS Sagemaker, GCP AI Platform, DataRobot, Azure ML)
データ、学習管理(DVC, ModelDB)
推論エンジン(TF Serving, ONNX, Seldon Core)
ライブラリ(TFX, TF metadata, TensorBoard)
パラメータ探索やAutoML(Katib, Optuna, AutoML, neutral architecture search, AutoGluon)
コンパイラ(TVM, AWS Neo)
論文紹介
等々
2020年のアドベントカレンダー
https://qiita.com/advent-calendar/2020/mlops
How to join the calendar
You can join the calendar by selecting an available date and registering the URL of the article you wish to link to. If a slot is available, you can go back to a past date to join!
Series 1
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何かしらかきます | |
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28 | 29 | 30 | Join calendar | |||
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Join calendar | 何かしらかきます | Vertex Model Montoringを触って書きます。 | ||||
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何かしらかきます | |
Vertex Model Montoringを触って書きます。 | |
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You can increase the number of series when Calendar 1 is filled with more than 10 articles.