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mcroydon + machinelearning   54

Machine Learning in Python Has Never Been Easier! « The Official Blog of BigML.com
This looks really neat. ML in the cloud or bring it back down and run it yourself.
data  machine  machinelearning  ml  python 
23 days ago by mcroydon
SML: Scalable Machine Learning
courses  cs  machinelearning  ml  statistics 
9 weeks ago by mcroydon
Machine Learning - complete course notes
seems like a solid course.
ai  education  learning  machinelearning  stanford 
january 2012 by mcroydon
research-quality data sets
Stuff to play with.
data  large  machinelearning  strangeloop 
september 2011 by mcroydon
Hashing Representations
Useful in machine learning applications.
hashing  machinelearning  ml  nlp  research 
july 2011 by mcroydon
Prediction API: Every app a smart app - The official Google Code blog
A lot more robust now.
code  google  machinelearning  prediction  recommendations 
may 2011 by mcroydon
scikits.learn: machine learning in Python — scikits.learn v0.6.0 documentation
A general purpose machine learning library (BSD-licensed).
library  machinelearning  ml  nlp  python 
january 2011 by mcroydon
Natural Language Processing for the Working Programmer
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
NLP Challenge: Find semantically related terms over a large vocabulary (>1M)? – MetaOptimize
This looks like a fun challenge.
challenge  contest  datamining  language  machinelearning  nlp  programming  todo 
november 2010 by mcroydon
Machine Learning textbook slides
Great slides as companion to the book and classes built around it.
classifier  ai  artificial-intelligence  bayesian  book  books  intelligence  datamining  courses  machine  computer  class  learning  lectures  machine-learning  machinelearning  tutorial  science  slides  resources  reference  ml  mitchell 
november 2010 by mcroydon
The Easy Way to Extract Useful Text from Arbitrary HTML - AI Depot
algorithms  content  ai  code  crawler  data  datamining  extract  math  machinelearning  machine  learning  extraction  html  mining  network  parser  parsing  programming  python  scraping  web  useful  tutorial  tools  textmining  text-mining  statistics 
september 2010 by mcroydon
Machine learning textbook
ml  matlab  machinelearning  code  book  via:pskomoroch 
april 2010 by mcroydon
Lucid Imagination » Integrating Apache Mahout with Apache Lucene and Solr – Part I (of 3)
It looks like it's pretty darn easy to hook up Solr and Mahout. I can't wait to read more.
analysis  apache  learning  hadoop  lucene  machinelearning  solr  searchengine  opensource  mapreduce  ml  nlp  mahout  textmining  toread 
march 2010 by mcroydon
Binary Body Double: Microsoft Reveals the Science Behind Project Natal for Xbox 360: Scientific American
Machine learning and computer vision go big.
via:daniellindsley  design  video  games  computer  graphics  game  gaming  article  interface  microsoft  machinelearning  interaction  intelligence  hci  ux  artificial  natural  ar  capture  elearning  person  human  natal  gesture  body 
january 2010 by mcroydon
Pin Dancing: Learning about Machine Learning
Big book list recommendation / study order (part 2).
programming  data  book  books  computer  science  statistics  math  learning  ai  list  ebook  datamining  machinelearning  machine-learning  to-read  academic  mix  hackernews  lists  machine_learning  ml  mathematics  ebooks 
january 2010 by mcroydon
Measuring Measures: Learning About Statistical Learning
Big list of book recommendations / study order (part 1).
programming  data  reference  toread  tutorial  research  book  books  statistics  math  education  ai  learning  list  cs  datamining  stats  machinelearning  analytics  probability  machine.learning  courses  machine_learning  ml  mathematics  machine-learning  statistical  statistical_learning  intro  suggestions 
january 2010 by mcroydon
psvm - Project Hosting on Google Code
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
Wikipedia Miner Wikifier
An impressive tech demo.
web  software  tools  research  wikipedia  wiki  webdesign  fun  machinelearning  awesome  blogging  ir  tagging  classification  ontology  extraction  wikifier  via:pskomoroch 
december 2009 by mcroydon
Open source Clustering software
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
Official Google Research Blog: Machine Learning with Quantum Algorithms
Kinda wow.
software  quantum  google  research  algorithms  computing  ai  learning  computers  machinelearning  2009  ml 
december 2009 by mcroydon
Welcome to Elefant — Elefant
"Elefant (Efficient Learning, Large-scale Inference, and Optimisation Toolkit) is an open source library for machine learning licensed under the Mozilla Public License"
python  programming  open-source  software  code  tools  library  opensource  research  computer  math  ai  app  datamining  learning  gui  optimization  machinelearning  check  scipy  machine.learning  toolkit  ml  frameworks  c++  machine-learning  nicta  scipy2007 
november 2009 by mcroydon
FORA.tv - ACM Data Mining SIG: Ted Dunning
Data mining Q&A.
video  datamining  machinelearning  ir  towatch  recommendations  talk 
november 2009 by mcroydon
MOA - Massive Online Analysis
Kinda want to know more.
programming  software  development  java  tools  data  distributed  framework  analysis  hadoop  ai  streaming  datamining  machinelearning  frameworks  stream  mining  ir  data-mining  ml  bigdata  data_mining  regression  weka  dataflow  moa 
november 2009 by mcroydon
Effective Multi-Label Active Learning for Text Classification
This sounds like a new and interesting approach (via Travis Cline).
ai  machinelearning  paper  classification  svm  machine-learning 
november 2009 by mcroydon
How does the music-identifying app Shazam work its magic? - By Farhad Manjoo - Slate Magazine
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
What’s Wrong with Probability Notation? « LingPipe Blog
Notation in stats, probability, and complex math is often a brutal barrier to me, and understanding notation is something that I'd like to make myself better at.
statistics  stats  machinelearning  computerscience  bayes  probability  notation 
october 2009 by mcroydon
A course on wrangling big data
data  reference  toread  scalability  statistics  algorithms  cs  compsci  algorithm  datamining  paper  bigdata  lists  classes  stanford  courses  papers  course  academic  machine-learning  machinelearning 
october 2009 by mcroydon
Elements of Statistical Learning: data mining, inference, and prediction.2nd Edition.
Available as a PDF.
programming  data  reference  toread  free  book  research  statistics  books  math  ai  pdf  learning  ebook  stats  datamining  machinelearning  machine-learning  inference  r  machine.learning  prediction  data-mining  mathematics  ml  machine_learning  ebooks  mining  machine  academic 
october 2009 by mcroydon
David MacKay: Information Theory, Inference, and Learning Algorithms: The Book
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
Near realtime face detection on the iPhone w/ OpenCV port [w/code,video]
Yes, please.
programming  tutorial  library  iphone  image  machinelearning  processing  vision  imaging  opencv  programación 
august 2009 by mcroydon
Machine Learning Summer School on Theory and Practice of Computational Learning
A collection of video lectures on Machine Learning.
programming  development  computer  science  video  education  coding  learning  ai  machinelearning  machine-learning  videos  lectures  machine  ml  2009  machine_learning  courses  talk  theory  via:pskomoroch 
august 2009 by mcroydon
projects:sgd [Léon Bottou]
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)
"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
"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
SVM Application List
research  software  algorithms  coding  algorithm  ai  learning  application  list  cs  c++  datamining  machinelearning  machine-learning  machine  prediction  svm 
august 2009 by mcroydon
Machine Learning Reductions
"This project is about applying the method of reduction to machine learning. We hope to learn the relationship between machine learning problems, and construct learning algorithms which work via reduction."
math  ai  learning  cs  machinelearning  machine-learning  machine_learning  papers  ml  data-mining  reduction 
august 2009 by mcroydon
Welcome to The Machine Learning Forum
This is worth keeping an eye on if it takes off.
web  data  research  community  math  review  cs  datamining  machinelearning  machine-learning  mathematics  mining  machine_learning  ml  vision  data-mining  forum  discussion 
july 2009 by mcroydon
Balie - Baseline Information Extraction
Interesting machine learning/information extraction stuff.
programming  software  tools  library  java  research  opensource  language  information  ai  datamining  machinelearning  machine-learning  linguistics  textmining  nlp  machine_learning  semantic  semanticweb  extraction  ie  information_extraction  information_retrieval  uima  ner  entity  weka  balie  named  namedentityrecognition 
june 2009 by mcroydon
Apache Mahout - Taste Documentation
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
CS 578
Yay machine learning!
programming  algorithms  education  learning  ai  machine-learning  machinelearning  course  courses  lectures  bayesian  ml  lecture-notes  probability  via:chl 
april 2009 by mcroydon
Stephen Marsland
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
UC Berkeley Machine Learning Tea / Hadoop for Machine Learning Guide
Nice and simple example of ML in Java with Hadoop from the Berkeley ML tea.
research  hadoop  mapreduce  datamining  machinelearning  machine_learning  regression 
march 2009 by mcroydon
Seng 474 - Spring2009, Course Outline, Alex Thomo
I love the smell of data mining in the spring.
python  code  mapreduce  slides  datamining  lectures  machinelearning  course 
march 2009 by mcroydon
PyBrain
One of the few BSD-licensed Python machine learning libraries out there. Yay permissive licenses!
python  programming  software  library  research  computer  network  framework  opensource  ai  learning  module  machine  machine-learning  machinelearning  control  ml  networks  neural-network  neural  neuralnetwork  pybrain  neuralnetworks 
february 2009 by mcroydon
An Exercise in Species Barcoding
Fantastic read, as always.
python  programming  science  algorithms  math  hacks  clustering  datamining  machine-learning  machinelearning  classification  evolution  dna  biology  bioinformatics  genetic  eol  genetics  genome  taxonomy  norvig  genomics  species 
february 2009 by mcroydon
Algorithms for Graphical Models (AGM)
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
9.520, Spring 2009
"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
Stanford Machine Learning course « Theory matters
I started watching these while I was back in DC. I'm only 1.5 lectures in but it seems like a great course.
programming  education  learning  machine  notes  machinelearning  university 
february 2009 by mcroydon
Python Package Index : pymc 2.0
"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
PyML
A machine learning library for Python. LGPL.
license:lgpl  python  programming  software  code  library  research  statistics  algorithms  opensource  framework  ai  learning  module  machine  datamining  classification  machine-learning  machinelearning  ml  svm  pyml  data-mining  knn  regression  data_mining 
january 2009 by mcroydon
CS 229: Machine Learning (Course handouts)
Another machine learning course.
programming  data  tutorial  computer  statistics  education  math  compsci  cs  learning  ai  notes  machine  nlp  computerscience  lectures  stanford  machinelearning  courses  lecture  machine-learning  machine_learning  course  ml  lecture-notes  edu  probability  machine.learning  mathematics 
december 2008 by mcroydon
LIBLINEAR -- A Library for Large Linear Classification
"LIBLINEAR is a linear classifier for data with millions of instances and features. It supports L2-regularized logistic regression (LR), L2-loss linear SVM, and L1-loss linear SVM."
programming  software  library  statistics  math  opensource  clustering  download  c  ai  classification  datamining  matlab  machinelearning  machine-learning  machine_learning  uni  svm  liblinear  ml 
december 2008 by mcroydon
The Open Cognition Project - OpenCog
<insert joke about OpenCog becoming self-aware here>
software  code  library  science  wiki  research  opensource  open  ai  learning  c++  nlp  computerscience  context  compsci  computer-science  oss  project  artificial-intelligence  ia  machinelearning  cognition  agi  brain  opencog 
december 2008 by mcroydon
YouTube - Broadcast Yourself.
Machine learning course on Youtube.
video  education  youtube  towatch  stanford  lectures  machinelearning  via:pskomoroch  machine_learning  videos 
august 2008 by mcroydon

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