Alink is Alibaba’s scalable machine learning algorithm platform built on Apache Flink, designed for batch and stream data processing. It provides a wide variety of ready-to-use ML algorithms for tasks like classification, regression, clustering, recommendation, and more. Written in Java and Scala, Alink is suitable for enterprise-grade big data applications where performance and scalability are crucial. It supports model training, evaluation, and deployment in real-time environments and integrates seamlessly into Alibaba’s cloud ecosystem.
Features
- Stream and batch processing using Apache Flink
- Supports standard ML tasks like classification, regression, clustering
- Wide range of algorithms including GBDT, KMeans, and ALS
- Compatible with Java and Scala programming environments
- Easy model training, testing, and deployment workflows
- Pipelines for chaining multiple transformations and algorithms
- Built-in model persistence and loading
- Distributed, scalable processing for large datasets
- Integration with Alibaba Cloud and open-source ecosystems
Project Samples
Categories
Machine LearningLicense
Apache License V2.0Follow Alink
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