BIDMach alternatives and similar packages
Based on the "Big Data" category.
Alternatively, view BIDMach alternatives based on common mentions on social networks and blogs.
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Kafka
Kafka is a message broker project and aims to provide a unified, high-throughput, low-latency platform for handling real-time data feeds. -
Scrunch
A Scala wrapper for Apache Crunch which provides a framework for writing, testing, and running MapReduce pipelines. -
Schemer
Schema registry for CSV, TSV, JSON, AVRO and Parquet schema. Supports schema inference and GraphQL API. -
spark-deployer
A sbt plugin which helps deploying Apache Spark stand-alone cluster and submitting job on cloud system like AWS EC2. -
Spark Utils
Basic framework utilities to quickly start writing production ready Apache Spark applications
Get performance insights in less than 4 minutes
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README
BIDMach is a very fast machine learning library. Check the latest benchmarks
The github distribution contains source code only. You also need a jdk 8, an installation of NVIDIA CUDA 8.0 (if you want to use a GPU) and CUDNN 5 if you plan to use deep networks. For building you need maven 3.X.
After doing git clone, cd to the BIDMach directory, and build and install the jars with mvn install. You can then run bidmach with ./bidmach. More details on installing and running are available here.
The main project page is here.
Documentation is here in the wiki
New BIDMach has a discussion group on Google Groups.
BIDMach is a sister project of BIDMat, a matrix library, which is also on github
BIDData also has a project for deep reinforcement learning. BIDMach_RL contains state-of-the-art implementations of several reinforcement learning algorithms.