riivo/pwum - GitHub
may 2011 by donturn
pwum is a set of python scripts for working with web log files and extracting frequent patterns and clustering sessions.
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
python
logs
analysis
web
analytics
Two main functions:
Finding frequent patters. Extract frequently co-accessed pages in web sessions. Uses traditonal frequent pattern mining algorithm Apriori. For more information on the implementation, please see here
Finding similar sessions based on behaviour,i.e, visited pages by clustering. Available methods are based on building Markov chain like transition matrix out of session and clustering these or representing sessions as simple feature vectors. Clustering currently done by k-means algorithm.
may 2011 by donturn
Orange - Data Mining Fruitful & Fun
february 2011 by donturn
the Orange app w/python & graphical dev interfaces for data mining & visualization looks nice #opensource
datamining
db
machinelearning
opensource
python
dev
viz
analysis
textmining
february 2011 by donturn
ggaughan/pipe2py - GitHub
february 2011 by donturn
convert yahoo pipes to python
opensource
python
yahoo
data
rss
atom
february 2011 by donturn
pwytter - Project Hosting on Google Code
january 2011 by donturn
GUI client for twitter written in python
api
twitter
python
january 2011 by donturn
Artificial Intelligence: A Modern Approach
december 2008 by donturn
includes instructor's resource page - wow, this would be a fun book to teach a course around
research
syllabi
academic
ai
lisp
python
programming
code
java
algorithm
book
cs
textbook
education
science
software
design
algorithms
intelligence
december 2008 by donturn
related tags
academic ⊕ ai ⊕ algorithm ⊕ algorithms ⊕ amazon ⊕ analysis ⊕ analytics ⊕ api ⊕ apps ⊕ atom ⊕ aws ⊕ backup ⊕ book ⊕ books ⊕ cloud ⊕ code ⊕ computer_science ⊕ convert ⊕ cookbook ⊕ cs ⊕ data ⊕ datamining ⊕ datascience ⊕ db ⊕ design ⊕ dev ⊕ docs ⊕ eclipse ⊕ education ⊕ examples ⊕ flickr ⊕ google ⊕ grep ⊕ gui ⊕ ide ⊕ intelligence ⊕ iphoto ⊕ java ⊕ kdd ⊕ keynote ⊕ lisp ⊕ logs ⊕ mac ⊕ machinelearning ⊕ math ⊕ nlp ⊕ opensource ⊕ parsing ⊕ photos ⊕ pictures ⊕ plugin ⊕ powerpoint ⊕ programming ⊕ python ⊖ quant ⊕ rdf ⊕ reference ⊕ regex ⊕ research ⊕ rss ⊕ rstats ⊕ science ⊕ semanticweb ⊕ software ⊕ source ⊕ statistics ⊕ stats ⊕ syllabi ⊕ tagging ⊕ text ⊕ textbook ⊕ textmining ⊕ twitter ⊕ viz ⊕ web ⊕ wikipedia ⊕ windows ⊕ wordnet ⊕ yahoo ⊕Copy this bookmark: