Hugging Face BlogAug 12, 2022, 12:00 AM

Hugging Face 推出 Skops:讓 scikit-learn 機器學習模型分享更安全、更便利

Original: Introducing Skops

Hugging Face announced the launch of a new open-source Python library called "Skops," designed to bring the collaborative and sharing…

Hugging Face 宣布推出新開源庫 Skops,專為 scikit-learn 等表格數據模型設計。Skops 解決了傳統 pickle 格式的安全漏洞,提供更安全的模型序列化方案。此外,它還簡化了將 scikit-learn 模型上傳至 Hugging Face Hub 的流程,並支持自動生成模型卡片與互動式預測介面,讓傳統機器學習也能享有現代 MLOps 的便利。

Hugging Face announced the launch of a new open-source Python library called "Skops," designed to bring the collaborative and sharing ecosystem of the Hugging Face Hub into the realm of traditional machine learning (e.g., scikit-learn and other tabular data models).

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