Shypd.aiThe largest open index of AI toolsAngel is an open-source distributed machine learning and graph computing platform. It functions as a flexible and powerful parameter server for large-scale machine learning, offering high performance for big data applications.
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Angel is a high-performance distributed machine learning and graph computing platform built on the Parameter Server philosophy. Jointly developed by Tencent and Peking University, it is optimized for large-scale data and high-dimensional models, demonstrating strong applicability and stability. The platform partitions complex model parameters across multiple parameter-server nodes and implements various machine learning and graph algorithms using efficient model-updating interfaces and flexible consistency models. Developed with Java and Scala, Angel supports running on Yarn and offers PS Service abstraction for Spark on Angel. It includes a wide range of traditional machine learning methods, deep learning frameworks, and graph algorithms, making it suitable for both industrial and academic use cases.
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