howthebodyworks + python 1103
Orange – Data Mining Fruitful & Fun
9 days ago by howthebodyworks
Design your data analysis process through visual programming. Orange remembers your choices, suggests most frequently used combinations, and intelligently chooses which communication channels between widgets to use.
Orange is packed with different visualizations, from scatterplots, bar charts, trees, to dendrograms, networks and heatmaps.
Actions seamlessly propagate through data analysis schema. Selection of data subset in one widget can automatically trigger change of display in the other one. By combining various widgets you can design data analytics framework of choice.
Over 100 widgets and growing. Coverage of most of standard data analysis tasks. Also specialized add-ons are available, like Bioorange for bioinformatics.
With scripting interface in Python, programming new algorithms and developing complex data analysis procedures is pure joy, using and reusing all power found in v
opensource
via:Strangefeatures
statistics
visualization
python
from delicious
Orange is packed with different visualizations, from scatterplots, bar charts, trees, to dendrograms, networks and heatmaps.
Actions seamlessly propagate through data analysis schema. Selection of data subset in one widget can automatically trigger change of display in the other one. By combining various widgets you can design data analytics framework of choice.
Over 100 widgets and growing. Coverage of most of standard data analysis tasks. Also specialized add-ons are available, like Bioorange for bioinformatics.
With scripting interface in Python, programming new algorithms and developing complex data analysis procedures is pure joy, using and reusing all power found in v
9 days ago by howthebodyworks
Nicholas Piël » ZeroMQ an introduction
10 weeks ago by howthebodyworks
The bestest introduction to the easiest parallelisation doohickey I know
concurrency
python
programming
zeromq
from delicious
10 weeks ago by howthebodyworks
Creating template for Python package - ThemesWiki
11 weeks ago by howthebodyworks
'nother approach to automating the packaging boilerplate
package
paster
python
from delicious
11 weeks ago by howthebodyworks
Writing a Package in Python
11 weeks ago by howthebodyworks
the mysterious cargo-cult bits of setup-tools explained for humans
setuptools
packaging
python
from delicious
11 weeks ago by howthebodyworks
Prabhu Ramachandran: Python vs. Cython vs. D (PyD) vs. C++ (SWIG)
12 weeks ago by howthebodyworks
Various performance options for you inner loop, including showing how to do D calls from python.
cython
numpy
c++
d
performance
python
from delicious
12 weeks ago by howthebodyworks
checkoutmanager 1.10 : Python Package Index
february 2012 by howthebodyworks
manage a whele bunch of repos at once.
svn
opensource
mercurial
git
bazaar
python
from delicious
february 2012 by howthebodyworks
Overview — Sarge 0.1 documentation
february 2012 by howthebodyworks
better subprocess dispatch for python. because explicit is better than implicit, and simplicity is great. but between the subprocess module and perl lies system scripting that's actually both usable and maintainable. Sarge looks like a contender for this role (see also: envoy)
cli
python
from delicious
february 2012 by howthebodyworks
Pattern | CLiPS
january 2012 by howthebodyworks
combo data-mining/NLP/web-scraping toolkit for instant natural experiments online
api
statistics
nlp
datamining
python
from delicious
january 2012 by howthebodyworks
Refine, reuse and request data | ScraperWiki
january 2012 by howthebodyworks
Scrape web data sources for fun and profit, collaboratively. Want a provocative data set to scrape?
wiki
ruby.
scraping
data
python
from delicious
january 2012 by howthebodyworks
Embarrassingly parallel for loops — joblib v0.6.0b2 documentation
january 2012 by howthebodyworks
lite concurrency for python for science
concurrency
python
from delicious
january 2012 by howthebodyworks
StatsModels: Statistics in Python — statsmodels v0.3.1 documentation
january 2012 by howthebodyworks
you don't have to leave python to R for nearly as much these days.
scipy
statistics
python
from delicious
january 2012 by howthebodyworks
Home — Tinkerer
january 2012 by howthebodyworks
perhaps I should port my blog to run on this tidy looking static-site generator.
restructuredtext
blog
python
sphinx
from delicious
january 2012 by howthebodyworks
Fast, native-C Protocol Buffers from Python | @yaaang's blog
november 2011 by howthebodyworks
how to link python against c++ protobufs that don't rely on slow introspection but Just Go
python
c++
protobuf
from delicious
november 2011 by howthebodyworks
agf.statsolutions.eu
november 2011 by howthebodyworks
python minority game simulation
agents
statistics
matlap
econophysics
python
game_theory
economics
scalability
from delicious
november 2011 by howthebodyworks
http://users.rcn.com/python/download/matfunc.py
november 2011 by howthebodyworks
don't have CPython binary extensions? Linear algebra lite with Raymond Hettinger's surprisingly complete pure python matrix library - including solutions, eigenvalues etc
python
linear_algebra
matrix
from delicious
november 2011 by howthebodyworks
Zed A. Shaw
october 2011 by howthebodyworks
the incorrigible zed shaw, with his patent blend of diatribe and good points. (I still prefer BSD though)
opensource
money
ip
gpl
python
from delicious
october 2011 by howthebodyworks
shogun | A Large Scale Machine Learning Toolbox
october 2011 by howthebodyworks
includes lots of tasty goodies radiating out from the SVM core, such as generalised markovian model learning, HDF5, string kernels, multi-language bindings and an emphasis on scalability.
svm
learning
ai
markov
r
python
matlab
from delicious
october 2011 by howthebodyworks
ScientificPython — Theoretical Biophysics, Molecular Simulation, and Numerically Intensive Computation
october 2011 by howthebodyworks
an alternative scientific pything thingy. looks a bit abandoned.
python
science
mathematics
netcdf
from delicious
october 2011 by howthebodyworks
ScientificPython — Theoretical Biophysics, Molecular Simulation, and Numerically Intensive Computation
october 2011 by howthebodyworks
pure pythonsolvers etc
soadhjlshjklsdaadsfklalsdjk solvers etc
python
opensource
science
from delicious
soadhjlshjklsdaadsfklalsdjk solvers etc
october 2011 by howthebodyworks
LuxRender - home
september 2011 by howthebodyworks
throws povray to the floor, if you read the specs sheet. include full spectrum modelling (as opp RGBA) full materials simulation (iridescence from first principles). trendy gpu support, animation optimisations, adaptive smoothing, python api, HDR... Uses modern statistical techniques (metropolis sampling of light paths converging in the mean to a correct scene it minimal bias)
physics
opensource
Python
opencl
3d
QT
gpu
c++
monte_carlo
statisics
september 2011 by howthebodyworks
A Roadmap for Rich Scientific Data Structures in Python | Quant Pythonista
september 2011 by howthebodyworks
"So, this post is a bit of a brain dump on rich data structures in Python and what needs to happen in the very near future. I care about them for statistical computing (I want to build a statistical computing environment that trounces R) and financial data analysis (all evidence leads me to believe that Python is the best all-around tool for the finance space). Other people in the scientific Python community want them for numerous other applications: geophysics, neuroscience, etc. It’s really hard to make everyone happy with a single solution. But the current state of affairs has me rather anxious. And I’d like to explain why..."
statistics
Python
R
visualisation
db
nosql
has:for
september 2011 by howthebodyworks
mrjob — mrjob v0.2.7 documentation
september 2011 by howthebodyworks
mapreduce python wrapper that can deploy to a hadoop cluster, OR can deploy locally, preserving interactive debuggers &c
mapreduce
Python
debug
september 2011 by howthebodyworks
Sublime Text: The text editor you'll fall in love with
august 2011 by howthebodyworks
sublimetext has a fair whack of textmate compatibility, native python API, runs on osx, linus and windows, and, most importantly, the author lives in australia so we can find him if he goes awol for a few years like the macromates guy.
editor
TextMate
ide
Python
OSX
windows
linux
august 2011 by howthebodyworks
Programming Guide — Kivy v1.0.8-dev documentation
august 2011 by howthebodyworks
From the creators of PyMT, a framework for creating apps, in python, that can be deployed in iOs, windows, android, linux and Os X. Also, interesting snark about pyobjc.
multitouch
Python
portable
ios
windows
android
ui
opengl
august 2011 by howthebodyworks
pandas: a python data analysis library — pandas v0.4.0dev documentation
august 2011 by howthebodyworks
"pandas is a python package providing convenient data structures for time series, cross-sectional, or any other form of “labeled” data, with tools for building statistical and econometric models."
handle data in python intuitively. pass to R for fiddly bits.
Python
R
metadata
statistics
handle data in python intuitively. pass to R for fiddly bits.
august 2011 by howthebodyworks
GraphLab: A New Parallel Framework for Machine Learning
august 2011 by howthebodyworks
Library claiming orders of magnitude speed improvement over hadoop and more flexibility than mapreduce. Already has amazon ec2 images ready to fire up. c++ is the native language; POJO claim to be also a first class citizen, and thus other JVM langauges. Hm.
networks
ec2
amazon
c++
mapreduce
scalability
Java
jython
Python
august 2011 by howthebodyworks
Bulbflow: a New Python Framework for Graph Databases
august 2011 by howthebodyworks
python graph traversal wrapper (OGM to the ORM world)
ORM
Python
networks
august 2011 by howthebodyworks
j2labs/dictshield - GitHub
july 2011 by howthebodyworks
the mapping laer of an ORM made generic. per default, enforce schema on python objects and cast to/from JSON. Sound like it might go with textfile/SCM, MongoDB or CouchDB natively, and supposedly supports RDBMSs.
db
json
Python
ORM
mongodb
couchdb
schema
july 2011 by howthebodyworks
Artemis « Software « Dmitriy Morozov
july 2011 by howthebodyworks
nice hack - track bugs as mail messages versioned in your mercurial repo, then browse them in mail client of choice. (practically, mutt)
Python
mercurial
hg
mail
bugtracker
july 2011 by howthebodyworks
Bugs Everywhere
july 2011 by howthebodyworks
the other major command-line bugtracker contender based on plaintext, in-repo data. This one is written in python.
scm
dvcs
bugtracker
CLI
Python
july 2011 by howthebodyworks
FrontPage - pytagsfs
july 2011 by howthebodyworks
pytagsfs is a FUSE filesystem that arranges media files in a virtual directory structure based on the file tags. For instance, a set of audio files could be mapped to a new directory structure organizing them hierarchically by album, genre, release date, etc. File tags can be changed by moving and renaming virtual files and directories. The virtual files can also be modified directly, and, of course, can be opened and played just like regular files.
Python
metadata
audio
media
july 2011 by howthebodyworks
mutagen - Python multimedia tagging library - Google Project Hosting
july 2011 by howthebodyworks
Mutagen is a Python module to handle audio metadata. It supports ASF, FLAC, M4A, Monkey's Audio, MP3, Musepack, Ogg FLAC, Ogg Speex, Ogg Theora, Ogg Vorbis, True Audio, WavPack and OptimFROG audio files. All versions of ID3v2 are supported, and all standard ID3v2.4 frames are parsed. It can read Xing headers to accurately calculate the bitrate and length of MP3s. ID3 and APEv2 tags can be edited regardless of audio format. It can also manipulate Ogg streams on an individual packet/page level
metadata
mp3
audio
Python
CLI
july 2011 by howthebodyworks
beets: the music geek's media organizer
july 2011 by howthebodyworks
Beets is the media library management system for obsessive-compulsive music geeks.
The purpose of beets is to get your music collection right once and for all. It catalogs your collection, automatically improving its metadata as it goes using the MusicBrainz database. (It also downloads cover art for albums it imports.) ...If beets doesn't do what you want yet, writing your own plugin is shockingly simple if you know a little Python.
music
Python
metadata
tagging
mp3
audio
The purpose of beets is to get your music collection right once and for all. It catalogs your collection, automatically improving its metadata as it goes using the MusicBrainz database. (It also downloads cover art for albums it imports.) ...If beets doesn't do what you want yet, writing your own plugin is shockingly simple if you know a little Python.
july 2011 by howthebodyworks
Christopher Denter: Python on iPhone & iPad
july 2011 by howthebodyworks
python as an ios development language, including opengl acceleration
ios
portable
python
objc
july 2011 by howthebodyworks
ianozsvald/EuroPython2011_HighPerformanceComputing - GitHub
june 2011 by howthebodyworks
the ultra detailed walkthrough fo the classic python incremental optimisation mandelbrot thingy
Python
performance
cython
numpy
pypy
c++
gpu
june 2011 by howthebodyworks
EC2 AMI for scientific computing in Python and R « Zero Intelligence Agents
june 2011 by howthebodyworks
Like many people who crunch numbers frequently, I have increasingly been integrating Amazon’s cloud computing services into my daily workflow. In particular, I have been using their elastic cloud computing (EC2) on a regular basis. The service is an excellent way to offload computationally intensive work from your laptop for literally pennies on the dollar.
One drawback that I have found, however, is there are not any obvious pre-configured images, called AMIs, designed for scientific computing in the languages I use most: Python and R. ... Thus began the odyssey of modifying the StarCluster AMI to more fully support scientific computing in Python in R. I have now uploaded and made public the resulting image, which includes several hundred Python and R packages for scientific computing, statistics, machine learning, data mining and visualization.
Python
numpy
R
ec2
amazon
HowTo
One drawback that I have found, however, is there are not any obvious pre-configured images, called AMIs, designed for scientific computing in the languages I use most: Python and R. ... Thus began the odyssey of modifying the StarCluster AMI to more fully support scientific computing in Python in R. I have now uploaded and made public the resulting image, which includes several hundred Python and R packages for scientific computing, statistics, machine learning, data mining and visualization.
june 2011 by howthebodyworks
yostudios/Spritemapper - GitHub
june 2011 by howthebodyworks
Spritemapper is an application that merges multiple images into one and generates CSS positioning for the corresponding slices.
CSS
Python
iage
browser
performance
june 2011 by howthebodyworks
SimString - A fast and simple algorithm for approximate string matching/retrieval
june 2011 by howthebodyworks
SimString has the following features:
Fast algorithm for approximate string retrieval. For example, SimString can find strings in Google Web1T unigrams (13,588,391 strings) that have cosine similarity ≧0.7 in 1.10 [ms] per query (on Intel Xeon 5140 2.33 GHz CPU).
100% exact retrieval. Although some algorithms allow misses (false positives) for faster query response, SimString is guaranteed to achieve 100% correct retrieval with fast query response.
Unicode (wchar_t) support. For languages using multi-byte characters, developers can use Unicode characters (wchar_t) instead of single-byte characters (char) as a character representation.
Implementation in C++ header files. Developers can add the funtionality of approximate string retrieval into C++ programs just by including a header file.
Python and Ruby bindings via SWIG. Developers can easily perform approximate string retrieval in scripting languages.
nlp
search
python
ruby
c++
performance
Fast algorithm for approximate string retrieval. For example, SimString can find strings in Google Web1T unigrams (13,588,391 strings) that have cosine similarity ≧0.7 in 1.10 [ms] per query (on Intel Xeon 5140 2.33 GHz CPU).
100% exact retrieval. Although some algorithms allow misses (false positives) for faster query response, SimString is guaranteed to achieve 100% correct retrieval with fast query response.
Unicode (wchar_t) support. For languages using multi-byte characters, developers can use Unicode characters (wchar_t) instead of single-byte characters (char) as a character representation.
Implementation in C++ header files. Developers can add the funtionality of approximate string retrieval into C++ programs just by including a header file.
Python and Ruby bindings via SWIG. Developers can easily perform approximate string retrieval in scripting languages.
june 2011 by howthebodyworks
Overview — NetworkX v1.4 documentation
may 2011 by howthebodyworks
native python graph handling with ultralight api built aroudn hashes.
python
networks
statistics
may 2011 by howthebodyworks
The igraph library for complex network research
may 2011 by howthebodyworks
c graph library with r and python support
networks
r
python
statistics
c
may 2011 by howthebodyworks
graph-tool
may 2011 by howthebodyworks
c++ graph lib for python, optimised for performance.
python
networks
c++
boost
statistics
may 2011 by howthebodyworks
kennethreitz/requests - GitHub
may 2011 by howthebodyworks
yet anoher pyhthon HTTP lib that promises to be less annoying than urllib2
python
http
may 2011 by howthebodyworks
FarMcKon/gitmarks_2 - GitHub
may 2011 by howthebodyworks
store bookmarks, socially, on github. fork your friends. very genius.
python
del.icio.us
bookmarklet
tagging
git
may 2011 by howthebodyworks
Welcome — Theano v0.3.1 documentation
may 2011 by howthebodyworks
"It is good to think of theano.function as the interface to a compiler which builds a callable object from a purely symbolic graph. One of theano’s most important features is that theano.function can optimize a graph and even compile some or all of it into native machine instructions."
python
numpy
performance
may 2011 by howthebodyworks
Haskell hacking
may 2011 by howthebodyworks
Looks like Haskell has autoparallelising decorators
python
ruby
concurrency
haskell
functional
may 2011 by howthebodyworks
Nullege: A Search Engine for Python source code
may 2011 by howthebodyworks
search for python code, kaggle style.
python
search
may 2011 by howthebodyworks
mlpy Documentation — mlpy v2.2.2 documentation
april 2011 by howthebodyworks
mlpy is a high-performance Python package for predictive modeling. It makes extensive use of NumPy (http://scipy.org) to provide fast N-dimensional array manipulation and easy integration of C code. mlpy provides high level procedures that support, with few lines of code, the design of rich Data Analysis Protocols (DAPs) for preprocessing, clustering, predictive classification, regression and feature selection. Methods are available for feature weighting and ranking, data resampling, error evaluation and experiment landscaping. The package includes tools to measure stability in sets of ranked feature lists.
python
learning
ai
classification
numpy
april 2011 by howthebodyworks
Check locally installed packages against one or more package indexes for updates and list them. — Gist
april 2011 by howthebodyworks
pip autoupdate. Does it work with source checkouts?
pip
python
april 2011 by howthebodyworks
Gaël Varoquaux » Blog Archive » ICA versus PCA in the scikit-learn: the value of code over pictures
april 2011 by howthebodyworks
depicting PCA versus ICA using scipy
visualization
python
pca
ica
linear_algebra
scipy
statistics
howto
april 2011 by howthebodyworks
JulienPalard/Pipe - GitHub
april 2011 by howthebodyworks
"Module enablig a sh like infix syntax (using pipes).
= Introduction =
As an example, here is the solution for the 2nd Euler Project exercise :
"Find the sum of all the even-valued terms in Fibonacci
which do not exceed four million."
Given fib a generator of fibonacci numbers :
euler2 = fib() | where(lambda x: x % 2 == 0)
| take_while(lambda x: x < 4000000)
| add"
python
= Introduction =
As an example, here is the solution for the 2nd Euler Project exercise :
"Find the sum of all the even-valued terms in Fibonacci
which do not exceed four million."
Given fib a generator of fibonacci numbers :
euler2 = fib() | where(lambda x: x % 2 == 0)
| take_while(lambda x: x < 4000000)
| add"
april 2011 by howthebodyworks
Blink, a state of the art, easy to use SIP client
april 2011 by howthebodyworks
encyrpted IP telephony and IM, written python style
security
privacy
phone
chat
python
pyobjc
cocoa
qt
gui
opensource
osx
april 2011 by howthebodyworks
The Ren'Py Visual Novel Engine
april 2011 by howthebodyworks
write weird japnoid mangga games
python
ui
interactive
writing
opensource
april 2011 by howthebodyworks
Software Carpentry » Interlude: Bein
april 2011 by howthebodyworks
eperimental management, much like sumatra, but with intermediate file-handling.
python
academic
research
april 2011 by howthebodyworks
Instructions for Installing 64bit SciPy, Python 2.7.1 on MacOS X 10.6 « Byte Mining
april 2011 by howthebodyworks
64-bit gui-happy builds of scipy, the manual way.
python
numpy
scipy
osx
april 2011 by howthebodyworks
apenwarr/sshuttle - GitHub
april 2011 by howthebodyworks
VPN over SSH, full style.
ssh
proxy
vpn
python
april 2011 by howthebodyworks
Welcome to Elefant — Elefant
march 2011 by howthebodyworks
machine learning in python, courtesy NICTA again
python
ui
ai
learning
march 2011 by howthebodyworks
Homepage — Modular toolkit for Data Processing (MDP)
march 2011 by howthebodyworks
sweet looking machine learning toolchain for python
python
statistics
ai
march 2011 by howthebodyworks
Data Science Toolkit
march 2011 by howthebodyworks
cloneable EC2 VM for parsing text snippets into names, electorates, coordinates
opensource
datamining
python
virtualization
nlp
march 2011 by howthebodyworks
Think Stats: Probability and Statistics for Programmers
march 2011 by howthebodyworks
hawt python statistics. If you don't actually like R THAT much.
python
statistics
march 2011 by howthebodyworks
Will McGugan: Creating a Virtual Filesystem with Python (and why you need one)
march 2011 by howthebodyworks
create ad hoc virtual filesystems from within python scripts - set yourself up virtual chroots and in-memory disks for, e.g. test scripts, cloud apps and so on
fs
python
testing
march 2011 by howthebodyworks
Meliae python memory analysis in Launchpad
march 2011 by howthebodyworks
profile/debug python memory consumption ("64 megs in imports alone?")
python
performance
profiling
debug
march 2011 by howthebodyworks
MADlib
march 2011 by howthebodyworks
statiscial analysis on your database contents: "MADlib is an open-source library for scalable in-database analytics. It provides data-parallel implementations of mathematical, statistical and machine learning methods for structured and unstructured data". Seems to be largely in PL/C, with some bonus python on the front.
python
statistics
postgresql
sql
db
greenplum
mapreduce
ai
classification
march 2011 by howthebodyworks
Pimp my Interactive Interpreter - Not Invented Here
march 2011 by howthebodyworks
sweet little hacks to make the default shell behave somewhat like ipython using the native readline power, without requiring ipython bloat and threading explosions.
ipython
cli
python
readline
march 2011 by howthebodyworks
TileMill | Home
march 2011 by howthebodyworks
a wholy exciting browser-based map tile designer
brows
mapping
python
javascript
mapnik
node.js
march 2011 by howthebodyworks
Features — execnet v1.0.9 documentation
march 2011 by howthebodyworks
multiprocessing workalike for distributing shared-nothing jobs.
python
concurrent
performance
march 2011 by howthebodyworks
Python Package Index : modern-package-template 1.0
february 2011 by howthebodyworks
one oher python template
python
distribute
packaging
february 2011 by howthebodyworks
pyOSC - V2_Lab Projects - Trac
february 2011 by howthebodyworks
justin maynard's recommended OSC implementation for python.
python
february 2011 by howthebodyworks
Computational Economics
february 2011 by howthebodyworks
demand-curve-y approach to price finding in python.
python
price
numerical_methods
economics
february 2011 by howthebodyworks
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