EEDSP
17.5K views | +0 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!

The Best Machine Learning Libraries in Python

The Best Machine Learning Libraries in Python | EEDSP | Scoop.it

Introduction There is no doubt that neural networks, and machine learning in general, has been one of the hottest topics in tech the past few years or so. It's easy to see why with all of the really interesting use-cases...

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

scikit-learn: machine learning in Python — scikit-learn 0.15.2 documentation

scikit-learn: machine learning in Python — scikit-learn 0.15.2 documentation | EEDSP | Scoop.it
scikit-learn
Machine Learning in Python

Simple and efficient tools for data mining and data analysis
Accessible to everybody, and reusable in various contexts
Built on NumPy, SciPy, and matplotlib
Open source, commercially usable - BSD license
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

R beats Python! R beats Julia! Anyone else wanna challenge R?

R beats Python!  R beats Julia!  Anyone else wanna challenge R? | EEDSP | Scoop.it
Before I left for China a few weeks ago, I said my next post would be on our Rth parallel R package. It's not quite ready yet, so today I'll post one of the topics I spoke on last night at the Berk...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Storm, Neo4j and Python: Real-Time Stream Computation on Graphs | Javalobby

Storm, Neo4j and Python: Real-Time Stream Computation on Graphs | Javalobby | EEDSP | Scoop.it
For a look at real-time stream computation with Storm, Neo4j, and Python, check out this talk from Sonal Raj at PyCon India 2013. The talk covers a lot of...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Evaluating Optimization Algorithms in MATLAB, Python, and R

Evaluating Optimization Algorithms in MATLAB, Python, and R | EEDSP | Scoop.it
As those of you who read my last post know, I’m at the NIMBioS-CAMBAM workshop on linking mathematical models to biological data here at UT Knoxville. Day 1 (today) was on parameter estimation and model identifiability.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Pydoop: Writing Hadoop Programs in Python

Pydoop: Writing Hadoop Programs in Python | EEDSP | Scoop.it
Installed as a layer above Hadoop, the open-source Pydoop package enables Python scripts to do big data work easily.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

NVIDIA and Continuum Analytics Announce NumbaPro, A Python CUDA Compiler

NVIDIA and Continuum Analytics Announce NumbaPro, A Python CUDA Compiler | EEDSP | Scoop.it

As NVIDIA’s GPU Technology Conference 2013 kicks off this week, there will be a number of announcements coming down the pipeline from NVIDIA and their partners. The biggest and more important of these announcements will be Tuesday morning with NVIDIA CEO’s Jen-Hsun Huang’s keynote speech, while some other product announcements such as this one are being released today with the start of the show.

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

A Guide to Python Frameworks for Hadoop

A Guide to Python Frameworks for Hadoop | EEDSP | Scoop.it
Cloudera offers enterprises a powerful new data platform built on the popular Apache Hadoop open-source software package.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Recommending Friends With MapReduce and Python

Recommending Friends With MapReduce and Python | EEDSP | Scoop.it
Marcel Caraciolo describes the MapReduce-based friends recommendation engine: That’s a simple algorithm used at Atépassar for recommending friends using some basic graph analysis concepts.
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

r³ – A quick demo of usage

r³ – A quick demo of usage | EEDSP | Scoop.it
My new map/reduce engine project, r⊃3; got a lot of attention last week and before that in twitter, facebook and even hackernews. So I decided to write a sample project demoing the usage of r⊃3;. The p...
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!

A Framework for Distributed Deep Learning Layer Design in Python

A Framework for Distributed Deep Learning Layer Design in Python | EEDSP | Scoop.it

In this paper, a framework for testing Deep Neural Network (DNN) design in Python is presented. First, big data, machine learning (ML), and Artificial Neural Networks (ANNs) are discussed to familiarize the reader with the importance of such a system. Next, the benefits and detriments of implementing such a system in Python are presented. Lastly, the specifics of the system are explained, and some experimental results are presented to prove the effectiveness of the system.

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

Choosing R or Python for data analysis? An infographic

Choosing R or Python for data analysis? An infographic | EEDSP | Scoop.it
Wondering whether you should use R or Python for your next data analysis post? Check our infographic "Data Science Wars: R vs Python".
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Python Packages For Data Mining

Python Packages For Data Mining | EEDSP | Scoop.it
Just because you have a “hammer”, doesn’t mean that every problem you come across will be a “nail”.

The intelligent key thing is when you use  the same hammer to solve what ever problem
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Data Science Wars: Python vs. R - insideBIGDATA

Data Science Wars: Python vs. R - insideBIGDATA | EEDSP | Scoop.it

As I frequently travel in data science circles, I’m hearing more and more about a new kind of tech war: Python vs. R. I’ve lived through many tech wars in the past, e.g. Windows vs. Linux, iPhone vs. Android, etc., but this tech war seems to have a different flavor to it. What feels different in this case is that the application area is the same, namely performing work in data science where the solution often depends on the use of libraries that implement various machine learning algorithms. This being the case, the question is what language should you adopt as a data scientist?

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

The homogenization of scientific computing, or why Python is steadily eating other languages’ lunch

Over the past two years, my scientific computing toolbox been steadily homogenizing. Around 2010 or 2011, my toolbox looked something like this: Ruby for text processing and miscellaneous scripting...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Integrating MongoDB Text Search with a Python App

Integrating MongoDB Text Search with a Python App | EEDSP | Scoop.it
By Mike O’Brien, 10gen Software engineer and maintainer of Mongo-Hadoop
With the release of MongoDB 2.4, it’s now pretty simple to take an existing application that already uses MongoDB and add new...
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Fabric — Fabric 1.5.3 documentation

Fabric is a Python (2.5 or higher) library and command-line tool for streamlining the use of SSH for application deployment or systems administration tasks.

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

ExploringDataBlog: Data Science, Data Analysis, R and Python

The October 2012 issue of Harvard Business Review prominently features the words “Getting Control of Big Data” on the cover, and the magazine includes these three related articles:
more...
No comment yet.
Scooped by Shiwon Cho
Scoop.it!

Natural Language Toolkit - Wikipedia, the free encyclopedia

Natural Language Toolkit - Wikipedia, the free encyclopedia | EEDSP | Scoop.it

Natural Language Toolkit or, more commonly, NLTK is a suite of libraries and programs for symbolic and statistical natural language processing (NLP) for the Python programming language.

more...
No comment yet.