SynapseML
SynapseML makes machine learning accessible across various platforms by simplifying the creation of scalable ML pipelines with Apache Spark. It offers distributed APIs for tasks including text analytics, vision, and anomaly detection. With compatibility across Python, R, Scala, Java, and .NET, it operates efficiently on multi-node clusters. SynapseML supports Spark 3.4+ and Python 3.8+, allowing seamless integration into existing workflows. Its diverse ML capabilities and innovative features, such as Vowpal Wabbit, Cognitive Services, and ONNX on Spark, set it apart from similar tools.
