PocketCluster Blog Posts

  • Weekly BigData & ML Roundup – Dec. 15, 2016
    on Dec 15, 2016 in Index
    Example Natural Language Processing in 10 Lines of Code PyCon 2016 workshop Natural Language Processing in 10 Lines of Code   Toolset Pinpoint Pinpoint is an open source APM (Application Performance Management) tool for large-scale distributed s...
  • Weekly BigData & ML Roundup – Dec. 8, 2016
    on Dec 8, 2016 in Index
    This week opens with Apache Drill updated to v1.9 and the releases of two open-source AI training platforms, Lab by OpenAI and Universe by DeepMind. Example Deepmind Learning to Learn Learning to Learn in TensorFlow Toolsets Appbaseio Gem GUI for D...
  • Weekly BigData & ML Roundup – Dec. 1, 2016
    on Dec 1, 2016 in Index
    Comma.ai has open-sourced its self-driving agent, OpenPilot. Examples Comma.ai OpenPilot Open source driving agent SnakeGame A classic game of snake that is controlled by a neural network and trained using a genetic algorithm Models Twitter AnomalyDe...
  • Weekly BigData & ML Roundup – Nov. 24, 2016
    on Nov 24, 2016 in Index
    Two eye-catching Machine-Learning libraries, PHP-ML and Skale-ML, written in PHP and Node.js respectively, are found in this week. Is this a sign of the up-coming wide-spread of ML everywhere? Special thanks to Nam Vu (@zuzoovn) for contributing his...
  • Weekly BigData & ML Roundup – Nov. 17, 2016
    on Nov 17, 2016 in DeveloperKit
    We have is pocket-full of goodies today! Airbnb Caraval is renamed to superset. Also, we have MLAlgorithm which offers a rare opportunity to “learn internals of ml algorithms or implement them from scratch” with simpler, easier codebase...
  • Weekly BigData & ML Roundup – Nov. 10, 2016
    on Nov 10, 2016 in Index
    A branch of British Government, GCHQ, has opensourced large-scale infrastructure monitoring framework, Stroom, based on a graph database and HDFS. Example DeepDrive Run a self-driving car simulator from the comfort of your own PC Models ByteNet-Tenso...
  • Weekly BigData & ML Roundup – Nov. 3, 2016
    on Nov 3, 2016 in Index
    Examples Practical Neural Networks for NLP Tutorial on “Practical Neural Networks for NLP: From Theory to Code” at EMNLP 2016 Neural-Network Most recent project, neural network with one hidden layer Toolsets Tsfresh Automatic extraction o...
  • Weekly BigData & ML Roundup – Oct. 27, 2016
    on Oct 27, 2016 in Index
    Apache Fluo released 1.0.0. Also, @songrotek has kindly collected essential DeepLearning papers. Examples Top-down learning path: Machine Learning for Software Engineers A complete daily plan for studying to become a machine learning engineer. Deep L...
  • Weekly BigData & ML Roundup – Oct. 20, 2016
    on Oct 20, 2016 in Index
    Examples Deep-fonts Generate fonts using deep learning Deep Learning For Fun Implementation of some interesting ideas of deeplearning Urban Sound Classification Urban sound classification using Deep Learning Toolsets D3 Scale Cluster D3 scale that cl...
  • Weekly BigData & ML Roundup – Oct. 13, 2016
    on Oct 13, 2016 in Index
    This week’s roundup include three deep learning frameworks. Check if they could give you an unexpected insight. Also, Apache Streams becomes an Apache incubating project. Check out its project page for detailed information. Toolsets Apache Str...
  • Weekly BigData & ML Roundup – Oct. 5, 2016
    on Oct 5, 2016 in Index
    Example Deep Learning with Keras Tutorial @ EuroScipy 2016 Model LSTM-Human-Activity-Recognition Human activity recognition using TensorFlow on smartphones dataset and an LSTM RNN Toolsets BUNT A Bot UNderstanding Testbed Simulacrum A simple way to...
  • Weekly BigData & ML Roundup – Sep. 26, 2016
    on Sep 26, 2016 in Index
    Apache has promoted Tephra, a distributed transaction support framework, to an incubating project. *https://pocketcluster.wordpress.com will move to https://blog.pocketcluster.io on Jan 1, 2017. If you have subscribed, please make sure to change t...
  • Weekly BigData & ML Roundup – Sep. 18, 2016
    on Sep 18, 2016 in Index
    This week’s roundup includes an incubating Apache project, Pirk – developed by NSA, which provides robust, scalable, and practical implementations of Private Information Retrieval (PIR) algorithms on top of Hadoop, Spark, Storm & El...
  • Weekly BigData & ML Roundup – Sep. 12, 2016
    on Sep 12, 2016 in Index
    Last two weeks went by quite fast. Here comes another roundup for this week! Examples Clickbait Cluster Code + Jupyter Notebooks for Visualizing Clusters of Clickbait Headlines Using Spark, Word2vec, and Plotly Supervised Learning Predictions based o...
  • PocketCluster Index Renewal
    on Sep 7, 2016 in Index
      PocketCluster Index is a website that collects BigData & Machine Learning frameworks, libraries and more for easy navigation of what’s available today. It periodically checks those open source projects’ states and update them f...
  • Travel to San Francisco
    on Aug 28, 2016 in DeveloperKit
    Hello folks, Due to a short trip to San Francisco for meetings, there won’t be round-ups for this week and next week. I hope your understanding.  ...
  • Weekly BigData & ML Roundup – Aug. 21, 2016
    on Aug 21, 2016 in Index
    It might change in the future, but there are few reasons to have only four categories up to date. It is a crude measure to separate all the great projects, but gives you a rough idea of what a project might be. Today, the fifth category, Model, is ad...
  • Weekly Roundup – Aug. 14, 2016
    on Aug 14, 2016 in Index
    Examples Facebook darkforestGo DarkForest, the Facebook Go engine DCGAN-Completion with Tensorflow Image Completion with Deep Learning in TensorFlow Spark Movie Lens An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset RN...
  • Weekly BigData Roundup – Aug. 7, 2016
    on Aug 8, 2016 in Index
    Microsoft releases a .Net framework for Apache Spark, named Mobius. Libraries Mobius C# language binding and extensions to Apache Spark Kafka-ETL-Consumer Kafka ETL consumes avro encoded data from Kafka and saves it to Parquet on HDFS NNPACK Accelera...
  • Weekly BigData Roundup – Aug. 1, 2016
    on Jul 31, 2016 in Index
    Facebook has opensourced a DeepLearning framework Torchnet. Here is a detailed blog post on the release. Libraries Ibis Productivity-centric Python data analysis framework for SQL systems and the Hadoop platform. Co-founded by the creator of pandas...
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