streamDM - Stream Data Mining Library for Spark Streaming
streamDM is a new open source software for mining big data streams using Spark Streaming, started at Huawei Noah's Ark Lab. streamDM is licensed under Apache Software License v2.0. Big Data stream learning is more challenging than batch or offline learning, since the data may not keep the same distribution over the lifetime of the stream. Moreover, each example coming in a stream can only be processed once, or they need to be summarized with a small memory footprint, and the learning algorithms must be very efficient.