EEDSP
18.3K views | +2 today
Follow
EEDSP
Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU, Distributed and Parallel Computing
Curated by Shiwon Cho
Your new post is loading...
Your new post is loading...
Scooped by Shiwon Cho
Scoop.it!

Python, Machine Learning, and Language Wars

Python, Machine Learning, and Language Wars | EEDSP | Scoop.it
This is the personal website of a data scientist and machine learning enthusiast with a big passion for Python and open source. Born and raised in Germany, now living in East Lansing, Michigan.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Dragon: A distributed graph query engine

Dragon: A distributed graph query engine | EEDSP | Scoop.it

Dragon, a distributed graph query engine, is the next step in our evolution toward efficient query plans for more complex queries. 

Dragon monitors real-time updates to the social graph modeled as objects and associations and creates several different types of indices that improve the efficiency of fetching, filtering, and reordering the data. With Dragon, far less data is transferred over the network to the web tier, improving latency and freeing up CPU for other computation.Dragon monitors real-time updates to the social graph and creates several different types of indices that improve the efficiency of fetching, filtering, and reordering the data.

more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Deep Learning in a Nutshell: Sequence Learning

Deep Learning in a Nutshell: Sequence Learning | EEDSP | Scoop.it
This series of blog posts aims to provide an intuitive and gentle introduction to deep learning that does not rely heavily on math or theoretical constructs.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Jeff Dean on Large-Scale Deep Learning at Google - High Scalability -

Jeff Dean on Large-Scale Deep Learning at Google - High Scalability - | EEDSP | Scoop.it

This quote is from Jeff Dean, currently a Wizard, er, Fellow in Google’s Systems Infrastructure Group. It’s taken from his recent talk: Large-Scale Deep Learning for Intelligent Computer Systems.

more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Testing Strategies for Docker Containers · Terra Nullius

Testing Strategies for Docker Containers · Terra Nullius | EEDSP | Scoop.it
Now, the question is - How do you test your Docker containers?
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Getting Started with Tachyon by Use Cases | Intel® Developer Zone

Getting Started with Tachyon by Use Cases | Intel® Developer Zone | EEDSP | Scoop.it
In-memory computing has become an irreversible trend in big data technology, for which the wide popularity of Spark provides a good evidence. Meanwhile, memory storage and management for large data sets are still posing challenges. Out of numerous solutions, Tachyon, a memory-centric distributed storage, well solves the problems faced by many application scenarios. For example, it avoids severe GC issues due to large in-memory data being stored in JVM heap, enables data sharing across applications/jobs through memory, and reduces overhead caused by JVM heap memory allocation and on-heap data management, which help improve the computing engine’s stability and availability. This article uses application examples to demonstrate how to solve real-world big data issues with Tachyon, and to help understand what Tachyon can offer in various big data scenarios.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Train your own image classifier with Inception in TensorFlow

Train your own image classifier with Inception in TensorFlow | EEDSP | Scoop.it
At the end of last year we released code that allows a user to classify images with TensorFlow models. This code demonstrated how to build an image classification system by employing a deep learning model that we had previously trained. This model was known to classify an image across 1000 categories supplied by the ImageNet academic competition with an error rate that approached human performance.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Top Data Mining Algorithms Identified by IEEE & Related Python Resources

Top Data Mining Algorithms Identified by IEEE & Related Python Resources | EEDSP | Scoop.it
IEEE International Conference on Data Mining identified 10 algorithms in 2006 using surveys from past winners and voting. This is a list of those algorithms a…
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Deep Learning for Robots: Learning from Large-Scale Interaction

Deep Learning for Robots: Learning from Large-Scale Interaction | EEDSP | Scoop.it
While we’ve recently seen great strides in robotic capability, the gap between human and robot motor skills remains vast. Machines still have a very long way to go to match human proficiency even at basic sensorimotor skills like grasping. However, by linking learning with continuous feedback and control, we might begin to bridge that gap, and in so doing make it possible for robots to intelligently and reliably handle the complexities of the real world.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Yahoo Opens Up Flickr Deep Learning

Yahoo Opens Up Flickr Deep Learning | EEDSP | Scoop.it
Programming book reviews, programming tutorials,programming news, C#, Ruby, Python,C, C++, PHP, Visual Basic, Computer book reviews, computer history, programming history, joomla, theory, spreadsheets and more.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Distributed TensorFlow Has Arrived

Distributed TensorFlow Has Arrived | EEDSP | Scoop.it
By Matthew Mayo, KDnuggets. KDnuggets has taken seriously its role to keep up with the newest releases of major deep learning projects, and in the recent past we have seen landmark such releases from major technology giants and as well as...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Nick Craver - Stack Overflow: The Architecture - 2016 Edition

Nick Craver - Stack Overflow: The Architecture - 2016 Edition | EEDSP | Scoop.it
This is #1 in a very long series of posts on Stack Overflow’s architecture. Welcome.To get an idea of what all of this stuff “does,” let me start off with ...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Deep Learning Comp Sheet: Deeplearning4j vs. Torch vs. Theano vs. Caffe vs. TensorFlow - Deeplearning4j: Open-source, distributed deep learning for the JVM

Deep Learning Comp Sheet: Deeplearning4j vs. Torch vs. Theano vs. Caffe vs. TensorFlow - Deeplearning4j: Open-source, distributed deep learning for the JVM | EEDSP | Scoop.it
Open-Source Deep-Learning Software for Java and Scala on Hadoop and Spark
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

CoreOS

CoreOS | EEDSP | Scoop.it
CoreOS creates and maintains open source projects for Linux Containers.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

How to run OpenTSDB with Google Bigtable | Official Pythian® Blog

How to store and process time series data in the cloud using OpenTSDB with Google Bigtable backend.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Get the New Parallel Universe Magazine: How to Boost C++ Performance | Intel® Developer Zone

Get the New Parallel Universe Magazine: How to Boost C++ Performance | Intel® Developer Zone | EEDSP | Scoop.it
Parallel Universe is Intel's quarterly magazine that explores inroads and innovations in software development. The new issue shows you how to improve productivity and boost C++ performance―plus lots more.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

The Netflix Tech Blog

The Netflix Tech Blog | EEDSP | Scoop.it
We created Mantis to make it easy for teams to get access to realtime events and build applications on top of them.  We named it after the Mantis shrimp, a freakish yet awesome creature that is both incredibly powerful and fast.  The Mantis shrimp has sixteen photoreceptors in its eyes compared to humans’ three.  It has one of the most unique visual systems of any creature on the planet.  Like the shrimp, the Mantis stream-processing platform is all about speed, power, and incredible visibility.  
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Visualizing Concurrency in Go · divan's blog

Visualizing Concurrency in Go ·  divan's blog | EEDSP | Scoop.it
Parallelism is simply running things in parallel. Concurrency is a way to structure your program.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

R Tools for Visual Studio preview now available

R Tools for Visual Studio preview now available | EEDSP | Scoop.it
It's official! R Tools for Visual Studio, until now only available as a private preview, is now in public preview and available to everyone as a free, open-source download. RTVS is an add-in for Microsoft Visual Studio, which adds R language development capabilities to the popular Windows-based IDE. If you don't already have Visual Studio, you can download Visual Studio Community for free. Then, download and install RTVS to add the "R Tools" menu to Visual Studio. RTVS in action. Weather chart R code adapted from Bradley Boehmke. To get started with R in Visual Studio, just create a new...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Google Launches Cloud Dataproc, A Managed Spark And Hadoop Big Data Service

Google Launches Cloud Dataproc, A Managed Spark And Hadoop Big Data Service | EEDSP | Scoop.it
Google is adding another product in its range of big data services on the Google Cloud Platform today. The new Google Cloud Dataproc service sits between..
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

NTM-Lasagne: A Library for Neural Turing Machines in Lasagne — Snips Blog

NTM-Lasagne: A Library for Neural Turing Machines in Lasagne - Snips Blog - Medium
The first part of this post is about the theory behind Neural Turing Machines. The second is about the library itself, a…
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Real Time Analytics of Big Data

Real Time Analytics of Big Data | EEDSP | Scoop.it
The data that we deal with can be analyzed by two ways.
i) When the data is in motion. That mean when data is still running and it has not been inserted into database.
ii)After data has been inserted into database.
more...
No comment yet.