By Serdar Yegulalp Elastic, the commercial company supporting the Elasticsearch stack for searches of real-time data, has added machine learning functionality to all the pieces of the Elastic stack. Unlike some other companies, Elastic …read more Source:: OpenSource
Tag: learning
Facebook’s new machine learning framework emphasizes efficiency over accuracy
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•By Serdar Yegulalp In machine learning parlance, clustering or similarity search looks for affinities in sets of data that normally don’t make such a job easy. If you wanted to compare 100 million …read more Source:: OpenSource
6 predictions for the future of deep learning
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•By James Kobielus Deep learning is many things, but it isn’t simple. Even if you’re a data scientist who has mastered the basics of artificial neural networks, you may need time to get up …read more Source:: OpenSource
Baidu’s deep learning framework adopts Kubernetes
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•By Serdar Yegulalp PaddlePaddle, Baidu’s open source framework for deep learning, is now compatible with the Kubernetes cluster management system to allow large models to be trained anywhere Kubernetes can …read more Source:: OpenSource
New big data tools for machine learning spring from home of Spark and Mesos
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•By Serdar Yegulalp If the University of California, Berkeley’s AMPLab doesn’t ring bells, perhaps some of its projects will: Spark and Mesos. AMPLab was planned all along as a five-year computer science …read more Source:: OpenSource
Review: The best frameworks for machine learning and deep learning
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•By Martin Heller Over the past year I’ve reviewed half a dozen open source machine learning and/or deep learning frameworks: Caffe, Microsoft Cognitive Toolkit (aka CNTK 2), MXNet, Scikit-learn, …read more Source:: OpenSource
Amazon’s deep learning darling MXNet hits Apache Incubator
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•By Serdar Yegulalp MXNet, chosen by Amazon as its “deep learning framework of choice,” has been accepted into the Apache Software Foundation (ASF) Incubator to support its future development. This is not the …read more Source:: OpenSource
TensorFlow 1.0 unlocks machine learning on smartphones
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•By Serdar Yegulalp TensorFlow, Google’s open source deep learning framework, has announced a release candidate for a full-blown version 1.0. Version 1.0 not only brings improvements to the framework’s gallery of machine learning …read more Source:: OpenSource
Facebook brings GPU-powered machine learning to Python
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•By Serdar Yegulalp Facebook’s AI research team has released a Python package for GPU-accelerated deep neural network programming that can complement or partly replace existing Python packages for math and stats, such as …read more Source:: OpenSource
Review: Scikit-learn shines for simpler machine learning
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•By Martin Heller Scikits are Python-based scientific toolboxes built around SciPy, the Python library for scientific computing. Scikit-learn is an open source project focused on machine learning: classification, regression, …read more Source:: OpenSource