Clojure/core — Reducers - A Library and Model for Collection Processing
19 days ago by mcroydon
Data processing with clojure.
algorithm
blog
clojure
design
19 days ago by mcroydon
Advanced Data Structures (6.851)
february 2012 by mcroydon
This is my Big O face.
algorithm
algorithms
data
structures
mit
february 2012 by mcroydon
Data Mining: Finding Similar Items and Users
january 2012 by mcroydon
Similar to the first couple of chapters of Programming Collective Intelligence.
algorithm
data
data-mining
programming
january 2012 by mcroydon
Concurrency Kit
january 2012 by mcroydon
"Concurrency Kit provides a plethora of concurrency primitives, safe memory reclamation mechanisms and lock-less and lock-free data structures designed to aid in the design and implementation of high performance concurrent systems. It is designed to minimize dependencies on operating system-specific interfaces and most of the interface relies only on a strict subset of the standard library and more popular compiler extensions."
algorithm
algorithms
concurrency
c
january 2012 by mcroydon
Parallel Graph Algorithms
april 2011 by mcroydon
A nice deck on parallel graph processing.
graph
algorithm
algorithms
april 2011 by mcroydon
(1) How would you programmatically parse a sentence and decide whether to answer "that's what she said"? - Quora
april 2011 by mcroydon
This is actually a pretty fantastic introduction to classification, machine learning, natural language processing, and information retrieval.
algorithm
challenge
code
design
humor
april 2011 by mcroydon
Bellman–Ford algorithm - Wikipedia, the free encyclopedia
april 2011 by mcroydon
"The Bellman–Ford algorithm computes single-source shortest paths in a weighted digraph. For graphs with only non-negative edge weights, the faster Dijkstra's algorithm also solves the problem. Thus, Bellman–Ford is used primarily for graphs with negative edge weights. The algorithm is named after its developers, Richard Bellman and Lester Ford, Jr."
graph
algorithm
algorithms
april 2011 by mcroydon
Google Pregel is out. But what is Pregel?
april 2011 by mcroydon
More on Google's graph processing paper.
algorithm
blog
graph
pregel
hama
april 2011 by mcroydon
Data-Intensive Text Processing with MapReduce
march 2011 by mcroydon
Good slide deck on text processing with MapReduce.
map-reduce
text
algorithms
algorithm
march 2011 by mcroydon
Building a recommendation engine, foursquare style | Foursquare Engineering Blog
march 2011 by mcroydon
Thoughts on building a location-based recommendation system at Foursquare.
algorithm
data
machine-learning
programming
recommendation
march 2011 by mcroydon
A Graph Processing Stack |
december 2010 by mcroydon
Java-oriented graph stack.
algorithm
datamining
graph
programming
december 2010 by mcroydon
How Reddit ranking algorithms work - amix.dk
november 2010 by mcroydon
A nice rundown of some of Reddit's ranking algorithms.
algorithm
algorithms
collaborative
article
digg
comment
filter
web
vote
score
reddit
ranking
python
programming
rank
november 2010 by mcroydon
Natural Language Processing for the Working Programmer
november 2010 by mcroydon
NLP and Haskell.
ai
algorithms
algorithm
artificialintelligence
book
books
cs
language
introduction
haskell
free
ebook
development
machine-learning
machinelearning
mathematics
natural
programming
processing
natural-language-processing
nlp
tech
todo
toread
tutorial
languageprocessing
later
naturallanguage
november 2010 by mcroydon
MIT OpenCourseWare | Electrical Engineering and Computer Science | 6.042J Mathematics for Computer Science, Spring 2005 | Lecture Notes
algorithm algorithms book books computer computer-science computing course cs data development education learning lecture lectures math mathematics mit notes ocw opencourseware programming reference science
july 2010 by mcroydon
algorithm algorithms book books computer computer-science computing course cs data development education learning lecture lectures math mathematics mit notes ocw opencourseware programming reference science
july 2010 by mcroydon
The Most Important Algorithms (Survey)
july 2010 by mcroydon
Yay.
ai
algorithm
algorithms
awesome
best
code
computer.science
compsci
computer-science
computer
computerscience
computing
cs
development
education
list
lists
math
learning
important
interviewing
howto
mathematics
programming
reference
science
software
survey
toread
july 2010 by mcroydon
Computational Complexity of Air Travel Planning
june 2010 by mcroydon
A fascinating look at some really interesting problems.
air
airfare
airline
airlines
algorithms
lisp
algorithm
airplanes
complexity
computerscience
flying
geek
interesting
pricing
presentation
planning
networks
mathematics
math
programming
research
resource
slides
statistics
toread
travel
june 2010 by mcroydon
A Non-Mathematical Introduction to Using Neural Networks | Heaton Research
june 2010 by mcroydon
This looks like a good read.
ai
algorithm
article
artificial
compsci
computer
learning
introduction
intelligence
algorithms
genetics
computerscience
mathematics
math
maths
network
networking
networks
neuralnetworks
neuralnetwork
neural-network
neural
program
programming
reference
science
toread
tutorial
neural-networks
neural_network
june 2010 by mcroydon
Parsing file uploads at 500 mb/s with node.js » Debuggable Ltd
june 2010 by mcroydon
This looks like a promising way of dealing with lots and lots of uploads.
algorithm
algorithms
asynchronous
development
data
file
nodejs
node.js
node
library
javascript
js
forms
html5
form
parse
parser
parsing
performance
programming
scalability
webdev
web
upload
ssjs
fileupload
formidable
multipart
uploads
june 2010 by mcroydon
Understanding and Applying Operational Transformation - Code Commit
may 2010 by mcroydon
The guts of Google Wave.
algorithm
algorithms
article
code
coding
collaboration
googlewave
google
editing
distributed
concurrency
diff
to_read
inspiration
programming
realtime
sync
synchronization
wave
toread
transform
transformation
operationaltransform
operational
operationaltransformation
ot
may 2010 by mcroydon
How Not To Sort By Average Rating
march 2010 by mcroydon
I can't believe I haven't bookmarked this yet.
algorithm
interesting
programming
stats
algorithms
logic
ranking
voting
usability
average
mathematics
math
rating
web
web2.0
ratings
maths
dev
code
probability
development
ruby
statistics
webdev
reference
averages
popularity
score
sort
sorting
march 2010 by mcroydon
Feature Column from the AMS
march 2010 by mcroydon
A fantastic skim that I'm sure would be an awesome read.
software
science
graphics
algorithm
article
math
articles
animation
gui
algorithms
review
inspiration
3d
education
mathematics
pixar
theory
2010
explanation
geometry
harmonic
coordinates
march 2010 by mcroydon
TypeSet
february 2010 by mcroydon
Client-side hyphenation appears to have come a long way in the last few years.
design
web
software
development
code
typography
javascript
type
font
dev
algorithms
webdesign
algorithm
css
html
text
tex
latex
layout
typesetting
js
break
knuth
line
html5
canvas
formatting
linebreak
linebreaking
justification
february 2010 by mcroydon
Data-Intensive Text Processing with MapReduce
february 2010 by mcroydon
I flipped through this during the conference and need to read through it more thoroughly.
programming
design
data
reference
book
free
books
geek
pdf
text
hadoop
distributed
online
algorithm
algorithms
mapreduce
datamining
to-read
ebooks
nlp
ir
textmining
distributedcomputing
text-mining
developers
draft
february 2010 by mcroydon
Simple Moving Average « Christoph Heindl
january 2010 by mcroydon
"By using a recursive formulation of the algorithm, the number of operations required per sample is reduced to one addition, one subtraction and one division. Since the formulation is independent of the window size n, the runtime complexity is O(1), i.e. constant."
code
gis
algorithms
algorithm
statistics
math
finance
mathematics
example
trends
spatial
sourcecode
trading
moving
average
january 2010 by mcroydon
The Basho Blog: Why Vector Clocks are Easy
january 2010 by mcroydon
Straightforward but very powerful message/value versioning conflict avoidance. This reminds me of git in a way since to avoid conflicts each message bust contain all predecessors in its vector mask.
programming
toread
tutorial
scalability
distributed
algorithm
concurrency
event
nosql
vector
versioning
via:chl
clock
dist
riak
basho
vectorclocks
distributed_systems
vector-clocks
clocks
vectorclock
january 2010 by mcroydon
Jeff Erickson's Algorithms Course Materials
january 2010 by mcroydon
Very well organized at quick glance.
programming
software
development
reference
data
tutorial
book
books
science
computer
algorithms
algorithm
math
education
computers
learning
cs
complexity
class
lecture
courses
lectures
course
notes
computerscience
compsci
computer-science
uiuc
algos
january 2010 by mcroydon
psvm - Project Hosting on Google Code
december 2009 by mcroydon
It would be interesting to see this ported to Hadoop, though I think there's an SVM implementation as part of Mahout.
programming
software
google
cloudcomputing
opensource
code
research
algorithms
network
statistics
learning
cluster
algorithm
ec2
machinelearning
machine-learning
c++
kernel-machines
open_source
svm
foss
classification
nlp
machine
parallel
parallel-computation
december 2009 by mcroydon
jrMan
december 2009 by mcroydon
"jrMan is an open source version of the REYES rendering algorithm used by Pixar's PhotoRealistic Renderman."
programming
software
opensource
java
graphics
algorithm
animation
3d
graphic
rendering
raytracing
render
renderer
pixar
sourcecode
reyes
renderman
java3d
december 2009 by mcroydon
The On-Line Encyclopedia of Integer Sequences
december 2009 by mcroydon
What it says on the tin really.
programming
reference
tools
database
research
science
algorithms
search
cool
algorithm
interesting
math
education
geek
tool
resource
academic
resources
encyclopedia
sequence
puzzle
maths
mathematics
sequences
integer
numbers
number
integers
series
combinatorics
december 2009 by mcroydon
Open source Clustering software
december 2009 by mcroydon
Including PyCluster, a Python interface to several of the C-based clustering algorithms.
python
programming
software
linux
code
tools
library
opensource
free
java
research
science
statistics
license:PSF
algorithm
algorithms
math
ai
cluster
analysis
open
kmeans
data_mining
bioinformatics
c++
perl
c
machinelearning
source
datamining
clustering
december 2009 by mcroydon
Program-o-Babble: Reservoir Sampling Algorithm in Python and Perl
december 2009 by mcroydon
Pretty slick implementation of "I want to sample a few lines from a really big file".
code
python
data
sample
algorithm
december 2009 by mcroydon
An Overview of Data Mining Techniques
november 2009 by mcroydon
Data mining vs. statistics. Fight.
data
reference
database
toread
tutorial
research
books
algorithms
statistics
algorithm
education
ai
learning
clustering
datamining
paper
tutorials
analytics
mining
data-mining
datawarehouse
data_mining
bi
and
techniques
technique
november 2009 by mcroydon
python-graph - Project Hosting on Google Code
october 2009 by mcroydon
Another Python graph library with optional Graphviz DOT support.
python
programming
software
google
data
code
library
opensource
visualization
graphics
algorithms
algorithm
coding
math
graph
graphs
apps
module
mathematics
networks
datastructure
datastructures
graphviz
graph-theory
visual
dot
license:mit
october 2009 by mcroydon
Overview — NetworkX v1.0rc1 documentation
october 2009 by mcroydon
A robust Python graph library.
python
programming
software
development
code
library
tools
opensource
api
visualization
research
science
graphics
network
algorithms
algorithm
graphviz
package
drawing
networks
visualisation
mathematics
graph
graphs
analysis
social
networkx
graph-theory
sna
license:bsd
october 2009 by mcroydon
GoodDoop
october 2009 by mcroydon
A nice set of recipes for Hadoop that probably translate well to other Map/Reduce architectures.
wiki
algorithms
algorithm
hadoop
mapreduce
examples
recipe
october 2009 by mcroydon
How does the music-identifying app Shazam work its magic? - By Farhad Manjoo - Slate Magazine
october 2009 by mcroydon
A solid look at the tech behind Shazam with links off to more technical articles on the subject.
howto
music
algorithm
iphone
mp3
comparison
paper
machinelearning
shazam
october 2009 by mcroydon
Simple Simhashing - a knol by Ryan Moulton
october 2009 by mcroydon
A different and somewhat awesome approach to clustering.
google
database
toread
algorithms
algorithm
article
clustering
cs
computerscience
db
hashing
cd
good
knn
october 2009 by mcroydon
String Similarity Metrics for Information Integration
october 2009 by mcroydon
A fine collection of string similarity algorithms.
programming
library
tools
reference
opensource
java
research
search
algorithm
algorithms
statistics
math
computing
analysis
text
comparison
datamining
nlp
similarity
theory
bioinformatics
metrics
mathematics
ir
string
matching
distance
strings
metric
sequence
october 2009 by mcroydon
David MacKay: Information Theory, Inference, and Learning Algorithms: The Book
september 2009 by mcroydon
A freely available text on machine learning, AI, inference, etc.
machinelearning
programming
reference
toread
free
book
research
books
science
statistics
algorithms
math
ai
pdf
algorithm
information
learning
cs
ebook
datamining
probability
bayesian
theory
mathematics
machine_learning
ebooks
download
inference
bayes
informationtheory
september 2009 by mcroydon
iPhone Sudoku Grab: How does it all work?
september 2009 by mcroydon
A great look at doing computer vision on the iphone.
programming
design
software
development
howto
toread
games
tutorial
osx
blog
graphics
algorithms
algorithm
iphone
cool
app
ai
image
recognition
opencv
imagerecognition
cv
computervision
sudoku
vision
ocr
processing
imageprocessing
computer-vision
image-processing
september 2009 by mcroydon
projects:sgd [Léon Bottou]
august 2009 by mcroydon
Clear, but not necessarily efficient, solutions.
code
research
statistics
algorithms
algorithm
work
online
performance
learning
c++
machinelearning
machine-learning
machine
ml
machine_learning
examples
sgd
online_learning
fields
conditional
machine.learning
svm
crf
gradient
stochastic_gradient_descent
descent
stochastic
august 2009 by mcroydon
Vowpal Wabbit (Fast Online Learning)
august 2009 by mcroydon
"This is a project at Yahoo! Research to design a fast, scalable, useful learning algorithm."
programming
software
code
tools
library
opensource
research
dev
algorithms
statistics
algorithm
computing
online
ai
learning
yahoo
compsci
tool
datamining
data_mining
artificialintelligence
lib
machine_learning
nlp
ml
machine-learning
machinelearning
online_learning
sgd
august 2009 by mcroydon
Kernel-Machines.Org — Kernel Machines
august 2009 by mcroydon
"This page is devoted to learning methods building on kernels, such as the support vector machine."
programming
software
reference
tutorial
research
science
statistics
algorithms
algorithm
ai
math
learning
clustering
cs
resources
datamining
machinelearning
svm
machine_learning
mathematics
ml
classification
papers
kernel
machine
academic
machine-learning
kernel-machines
kernels
pattern_recognition
august 2009 by mcroydon
Chromium Blog: Smaller is Faster (and Safer Too)
july 2009 by mcroydon
Insanely efficient binary patches.
software
google
tools
research
algorithms
dev
chrome
algorithm
deployment
scm
compression
diff
binary
update
patch
idea
binary-diff
july 2009 by mcroydon
Home - Delay Tolerant Networking Research Group
july 2009 by mcroydon
Includes pertinent RFCs and links to code for implementations of DTN2 and ION.
design
web
data
opensource
technology
network
research
internet
algorithm
architecture
networking
space
projects
future
communication
infrastructure
ip
networks
apl
dtn
ietf
tolerant
delay
dtnrg
july 2009 by mcroydon
Raymond Hettinger's recipes « ActiveState Code
june 2009 by mcroydon
Some good AI examples.
python
programming
algorithm
ai
recipes
cookbook
pycon2009
june 2009 by mcroydon
Official Google Research Blog: Large-scale graph computing at Google
june 2009 by mcroydon
Would really love to see an open source implementation of this.
web
development
data
google
database
blog
research
graphics
algorithms
storage
algorithm
computing
scaling
graph
graphs
blogs
cs
db
articles
infrastructure
networks
pagerank
pregel
large-scale
efficient
june 2009 by mcroydon
Apache Mahout - Taste Documentation
april 2009 by mcroydon
Collaborative filtering as part of the Mahout project. Also includes a web services interface for interfacing with non-Java stuff.
software
java
search
algorithm
cluster
apache
mapreduce
machinelearning
engine
filtering
recommendation
webservice
recommendations
mahout
april 2009 by mcroydon
Trie - Wikipedia, the free encyclopedia
april 2009 by mcroydon
There's CS in my tabs that has to go.
development
programming
reference
data
database
wikipedia
science
computer
wiki
search
ajax
algorithms
algorithm
cs
hash
binary
data-structures
tree
academics
datastructure
structure
datastructures
theory
trie
data-structure
trees
structures
data_structure
april 2009 by mcroydon
pHash.org: Home of pHash, the open source perceptual hash library
april 2009 by mcroydon
To play with later.
license:gpl
license:
gplv3
programming
development
open-source
code
video
media
library
api
graphics
search
opensource
algorithms
algorithm
audio
ai
multimedia
image
c++
c
hash
sound
hashing
copyright
similarity
images
fingerprint
imaging
perceptual
phash
perceptualhash
april 2009 by mcroydon
Stephen Marsland
april 2009 by mcroydon
Machine learning + Python. !!!
python
programming
software
data
reference
code
book
books
algorithms
todo
algorithm
analysis
information
ai
learning
resources
cs
datamining
machine
academic
machine-learning
machinelearning
ml
examples
numpy
artificialintelligence
scipy
computer_science
machine.learning
e-books
april 2009 by mcroydon
Binary diff
march 2009 by mcroydon
Yay crazy diff algorithms.
python
programming
linux
software
development
open-source
tools
algorithms
opensource
algorithm
coding
hacks
unix
cool
windows
analysis
freeware
utility
bsd
scm
papers
tool
compression
diff
binary
patch
bsdiff
delta
binary-diff
binary_diff
march 2009 by mcroydon
Pragmatic Programming Techniques: Solving TF-IDF using Map-Reduce
february 2009 by mcroydon
This is pretty simple and would apply to CouchDB pretty easily.
programming
search
algorithm
mapreduce
ir
february 2009 by mcroydon
Directed Edge News » Blog Archive » On Building a Stupidly Fast Graph Database
february 2009 by mcroydon
Wow.
programming
design
database
visualization
blog
research
algorithms
scalability
algorithm
performance
scaling
coding
engineering
graph
databases
cs
graphs
recommendations
memory
scale
mathematics
datamining
db
hashing
concurrency
notes
february 2009 by mcroydon
ctypes-opencv - Google Code
february 2009 by mcroydon
Things to play with in my spare time.
python
programming
code
tutorial
library
computer
graphics
algorithms
algorithm
ai
coding
image
processing
vision
computervision
ctypes
opencv
february 2009 by mcroydon
http://cosmo.nyu.edu/hogg/research/2006/09/28/astrometry_google.pdf
february 2009 by mcroydon
Absolutely fantastic geometry hashing algorithm + indexing stars in the sky as if they were words in a corpus of text.
algorithms
algorithm
ai
astronomy
image
hash
hashing
imagerecognition
february 2009 by mcroydon
Skiena's Audio Lectures
february 2009 by mcroydon
More things for my freetime.
reference
programming
design
video
tutorial
book
books
science
computer
algorithms
audio
math
algorithm
coding
cs
learning
tutorials
slides
notes
computerscience
lectures
lecture
course
videos
mathematics
skiena
suny
algo
february 2009 by mcroydon
Algorithms for Graphical Models (AGM)
february 2009 by mcroydon
Good stuff here, lots of Python. With bonus free textbook.
python
tutorial
graphics
network
algorithms
algorithm
graph
ebook
tutorials
machinelearning
machine-learning
lectures
project
courses
lecture
course
bayesian
probability
february 2009 by mcroydon
Welcome to Pyevolve documentation ! — Pyevolve v0.5 documentation
february 2009 by mcroydon
Genetic algorithms in pure Python with lots of chunky documentation.
python
programming
development
library
code
dev
algorithms
opensource
math
algorithm
framework
ai
optimization
example
genetic
ga
geneticalgorithms
genetics
genetic_algorithm
geneticprogramming
knowledge
genetic-algorithms
pyevolve
evolutionary
february 2009 by mcroydon
9.520, Spring 2009
february 2009 by mcroydon
"Focuses on the problem of supervised and unsupervised learning from the perspective of modern statistical learning theory, starting with the theory of multivariate function approximation from sparse data."
research
statistics
algorithm
analysis
ai
learning
notes
mit
academic
machine-learning
machinelearning
lectures
ocr
courses
course
ml
class
classes
functional
lecture-notes
modeling
lecture_notes
february 2009 by mcroydon
Consensus Protocols: Paxos at Paper Trail
february 2009 by mcroydon
Protocols to investigate later...
programming
blog
algorithms
storage
algorithm
distributed
paxos
protocols
february 2009 by mcroydon
Jonathan Ellis's Programming Blog - Spyced: All you ever wanted to know about writing bloom filters
january 2009 by mcroydon
Yay bloom filters!
python
programming
database
java
graphics
algorithms
algorithm
cache
cs
hadoop
computerscience
demo
datastructure
filter
hashing
bloom
bloomfilter
filters
bloom-filter
january 2009 by mcroydon
Python Package Index : pymc 2.0
january 2009 by mcroydon
"Markov Chain Monte Carlo sampling toolkit." Academic Free License.
license:afl
python
programming
data
library
dev
statistics
math
algorithm
stats
machine-learning
machinelearning
ir
monte-carlo
markov.chain
markov
monte.carlo
markov-chain
markovchain
bayesian
january 2009 by mcroydon
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