Sematic

5个月前更新 39 0 0

Sematic is an open-source orchestration platform for Machine Learning and Artificial Intelligence.

所在地:
日本
收录时间:
2024-12-13
Sematic is an open-source machine learning platform designed to simplify the creation and execution of complex end-to-end machine learning pipelines. It allows users to build and run these pipelines using Python, with the flexibility to deploy on local machines, cloud virtual machines, or Kubernetes clusters. Key features include:
  • Ease of Use: Sematic can be used locally without complex deployment.
  • End-to-End Traceability: All pipeline artifacts are tracked and visualized in a web dashboard.
  • Dynamic Pipelines: Supports nested pipelines and dynamic graphs with iteration and conditional branching.
  • Resource Optimization: Users can customize resource allocation for each pipeline step, including CPU, memory, GPU, and Spark clusters.
  • Reproducibility: Pipelines can be rerun from the user interface to ensure consistent results.
Sematic is ideal for continuous learning applications, such as e-commerce recommendation systems, and for teams that need to iterate quickly between local development and cloud environments.

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关于Sematic特别声明

本站AI产品库AIProductHub提供的Sematic都来源于网络,不保证外部链接的准确性和完整性,同时,对于该外部链接的指向,不由AI产品库AIProductHub实际控制,在2024年12月13日 下午3:41收录时,该网页上的内容,都属于合规合法,后期网页的内容如出现违规,可以直接联系网站管理员进行删除,AI产品库AIProductHub不承担任何责任。

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