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mcroydon + ai   98

Machine Learning - complete course notes
seems like a solid course.
ai  education  learning  machinelearning  stanford 
january 2012 by mcroydon
Machine Learning 10-701/15-781: Lectures
Grad-level AI course material fromoe of the other giants in AI.
ai  course  courses  learning  machine-learning 
november 2011 by mcroydon
NetLogo Home Page
"NetLogo is a multi-agent programmable modeling environment."
ai  education  java  logo  programming 
august 2011 by mcroydon
PyPy Status Blog: Realtime image processing in Python
Speed.
ai  image  imageprocessing  pypy  python 
july 2011 by mcroydon
Christopher M. Bishop
The companion site for Pattern Recognition and Machine Learning.
ai  learning  machine-learning  computer-science 
april 2011 by mcroydon
Clever Algorithms
Someday I'll write a book about algorithms inspired by pants.
ai  algorithms  book  programming  ruby 
february 2011 by mcroydon
Stephen Wolfram Blog : Programming with Natural Language Is Actually Going to Work
ai  architecture  articles  blogger  computerscience  computing  cs  libraries  language  interface  history  future  english  dsl  demo  natural  nlp  programming  programming-languages  read  wolfram  mathematica  natural_language 
november 2010 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
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
Creating Shazam in Java - Redcode
I love it when simple works.
ai  algorithm  android  algorithms  audio  article  internals  interesting  howto  development  dev  detection  iphone  java  music  mp3  programación  programming  tutorial  toread  shazam  song  recognition  fourier 
september 2010 by mcroydon
The Most Important Algorithms (Survey)
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
A Non-Mathematical Introduction to Using Neural Networks | Heaton Research
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
Computer Algorithm Can Recognize Sarcasm (Which Is Just Soooo Cool) | Popular Science
Whatever.
ai  algorithm  algorithms  analysis  blog  nlp  internet  humour  detection  computer  psychology  research  reviews  language  science  stats  technology  sentiment  sarcasm  know  blumenthalisms 
may 2010 by mcroydon
Designing for iPad: Reality Check
A really thorough look at what works, what doesn't and what's lame when developing for the iPad.
3d  apple  ai  application  article  blog  check  design  dev  development  digital  interactiondesign  ia  interface  iphone  ipad  reference  mobile  toread  tips  typography  webdesign  webapps  ux  ui  interfacedesign 
april 2010 by mcroydon
Project Cybersyn - Wikipedia, the free encyclopedia
Kinda creepy.
ai  bayesian  cities  complexity  computer  computers  geek  economics  history  wikipedia  technology  research  networking  internet  interface  industrial  1970s  chile  communism  cybernetics  cyber  socialism  staffordbeer 
march 2010 by mcroydon
March 2010 Archives | a1k0n
An interesting look at the approach behind the winning entry in the Tron Google AI challenge.
ai  algorithms  article  bot  competition  c  contest  good  games  yahoo  tron  todo  programming  light  google  ia  heuristics  postmortem  tronbot 
march 2010 by mcroydon
Peter Norvig answers your questions (Ask Me Anything video interview) : blog
Must watch.
programming  google  video  ai  videos  reddit  interview 
march 2010 by mcroydon
aima-lua - Project Hosting on Google Code
"Lua implementation of algorithms from Norvig And Russell's "Artificial Intelligence: A Modern Approach", 3rd Ed."
programming  ai  open_source  lua  artificialintelligence  aima 
february 2010 by mcroydon
Google AI Challenge
This looks like a lot of fun and quite accessible with starter kits available in many languages.
programming  algorithms  google  todo  ai  competition  contest 
february 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
The Cognitive Science Millennium Project
Someday I'll lock myself in a closet and read all of these.
reference  toread  research  science  books  article  education  ai  learning  list  resources  academic  articles  papers  linguistics  lists  links  psychology  philosophy  neuroscience  mind  cognition  brain  bibliography  cognitive  cogsci  cognitive_science  cognitivescience  cognitive-science  consciousness 
january 2010 by mcroydon
Rethinking artificial intelligence
Thinking big thoughts.
research  technology  computer  article  future  ai  mit  robotics  intelligence  memory  artificial  complexity  brain  singularity  mind 
january 2010 by mcroydon
PythonInterface - OpenCV Wiki
Wow, this interface looks like it'd be pretty awesome to work with (as compared to the last time I looked).
programming  development  python  reference  code  video  library  opensource  research  computer  algorithms  ai  interface  graphic  c++  robotics  searchengine  vision  lib  computervision  similarity  opencv  ctypes  thesis  swig 
january 2010 by mcroydon
airhead-research - Project Hosting on Google Code
programming  tools  code  research  library  science  java  algorithms  algorithm  ai  analysis  nlp  ir  index  semantic  lib  lsa  einstein  hal  psychology  license:gpl  license:gplv2 
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
» AI Panel – Boston Post Mortem Eddie on Games
Lots of thoughts on game ai.
article  ai  tips  gamedev  game-design 
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
An Overview of Data Mining Techniques
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
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
Jena Semantic Web Framework
Seems to be used and extended a lot in the academic space.
programming  web  software  reference  database  tools  library  api  opensource  research  java  web2.0  xml  framework  ai  metadata  rdf  tool  semantic_web  owl  web3.0  semantic-web  semweb  development  sparql  ontology  semanticweb  semantic  jena  rdfs 
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
iPhone Sudoku Grab: How does it all work?
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
The Quest for Artificial Intelligence
I very recently stumbled upon some old book notes from this project and I'm excited to see it on its way out the door.
ai  stanford  book  free  computer  science  computer-science 
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
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
Detexify LaTeX handwritten symbol recognition
Scribble and get a set of glyphs back. Click on the one you wanted to continue training. Surprisingly good results.
tools  reference  javascript  opensource  latex  text  ai  learning  tex  service  generator  classification  mathematics  drawing  maths  draw  recognition  symbols  symbol  classifier  handwriting  handwritten  lookup 
july 2009 by mcroydon
Keith Price Bibliography Mail -- Addresses, Document Analysis
An awesome bibliography on OCR and address block detection in mail systems.
mail  usps  ocr  ai  nlp 
july 2009 by mcroydon
Reading machine to snoop on Web | Military Tech - CNET News
Generating more and more information continuously.
science  research  internet  tech  ai  information  mining  reading  intelligence  it  darpa 
july 2009 by mcroydon
Paris Game AI Conference '09: Highlights, Photos & Slides —  AiGameDev.com
This looks like a thorough writeup of the conference
ai  game  development  dev  artificial-intelligence 
july 2009 by mcroydon
Raymond Hettinger's recipes « ActiveState Code
Some good AI examples.
python  programming  algorithm  ai  recipes  cookbook  pycon2009 
june 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
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
pHash.org: Home of pHash, the open source perceptual hash library
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
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
RMS Essay: Come Celebrate the Joy of Programming, with the World's Most ...
Excellent history on the MIT AI lab, RMS, Lisp, Emacs, and Lisp machines. Also puts the GPL in context quite nicely.
rms  fsf  hackers  stallman  programming  business  history  opensource  computers  ai  hacking  article  humour  cs  gpl  lisp  emacs  mit  oss  gnu  essay  freedom  people  advocacy  essays  hacker 
april 2009 by mcroydon
Gamasutra - Feature - "Using Particle Swarm Optimization for Offline Training in a Racing Game"
Interesting approach for precomputing the best line to take on a track.
gamedev  article  optimization  ai 
april 2009 by mcroydon
ctypes-opencv - Google Code
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
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
Geometric hashing - Wikipedia, the free encyclopedia
Love it.
programming  search  algorithms  algorithm  image  ai  comparison  hash  hashing  function  computervision  geometry 
february 2009 by mcroydon
http://cosmo.nyu.edu/hogg/research/2006/09/28/astrometry_google.pdf
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
Welcome to Pyevolve documentation ! — Pyevolve v0.5 documentation
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
Manning: Taming Text
Want!
tagging  reference  book  java  books  search  algorithms  language  ai  text  clustering  lucene  ebook  linguistics  solr  processing  nlp  datamining  indexing  machine-learning  ir  textmining  manning  structure  text-mining 
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
Game/AI: AAAI Library online
programming  reference  development  games  research  game  coding  education  ai  pdf  learning  resources  developer  paper  article  conference  archive  papers  gamedesign  artificialintelligence  resource  artificial  intelligence  gamedev  computerscience  gamedevelopment 
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
Google Testing Blog: Online Machine Learning Testing == Extreme Testing
Testing machine learning is hard.
google  testing  machine  learning  ai 
january 2009 by mcroydon
Arthur Samuel - Wikipedia, the free encyclopedia
"Arthur L. Samuel (1901 – July 29, 1990) was a pioneer in the field of computer gaming and artificial intelligence. The Samuel Checkers-playing Program appears to be the world's first self-learning program, and as such a very early demonstration of the fundamental concept of artificial intelligence (AI)."
ai  history  computer  science  machine  learning  machine-learning  course:cs229stanford 
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
Main page - Introduction to Genetic Algorithms - Tutorial with Interactive Java Applets
Genetic programming in Python.
programming  development  reference  tutorial  java  book  books  algorithm  algorithms  architecture  analysis  computerscience  ai  datamining  dna  ga  genetic  geneticalgorithms  genetics  geneticprogramming  genetic_algorithm  alife  complexity  genetic_algorithms  math.optimization 
december 2008 by mcroydon
FacetsPythonCourse2008 - NeuralEnsemble Cookbook - Trac
"Joint BCCN/FACETS Student Workshop: Using Python for Computational Neuroscience"
python  programming  code  tutorial  ai  slides  lectures  computational  neuroscience 
december 2008 by mcroydon
ga
Hypnotizing.
programming  design  games  science  flash  algorithm  algorithms  education  computing  car  cool  fun  ai  cars  physics  animation  evolution  flex  computerscience  amazing  ga  genetic  geneticalgorithm  genetics  genetic-algorithm  generative  genetic.algorithm  geneticalgorithms 
december 2008 by mcroydon
torcs › News
The modern racing AI platform.
programming  linux  software  apple  development  mac  osx  game  games  free  gaming  car  windows  opensource  computers  fun  3d  cars  freeware  simulation  ai  gpl  simulator  physics  racing  gamedev  torcs  freesoftware 
december 2008 by mcroydon
Robot Auto Racing Simulator
No longer active, but I remember keeping tabs on the latest happenings in RARSland a decade back.
programming  reference  software  game  games  free  interesting  car  opensource  cars  freeware  3d  ai  simulation  entertainment  robots  robotics  racing  robot  gamedev  artificialintelligence  f1  simracing  race  steering 
december 2008 by mcroydon
Pyro, Python Robotics: Pyro
Programming robots in Python.
python  programming  design  linux  software  development  hardware  library  code  tools  science  game  research  language  dev  algorithm  education  geek  robot  artificial-intelligence  pyro  robotics  simulation  robots  ai  gui  opensource  framework  aibo  robotica 
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
Planning Algorithms / Motion Planning
"This book presents a unified treatment of many different kinds of planning algorithms. The subject lies at the crossroads between robotics, control theory, artificial intelligence, algorithms, and computer graphics."
development  data  reference  book  books  game  research  free  computer  search  algorithms  math  online  algorithm  pdf  compsci  ebook  ai  physics  cs  robots  programming  computerscience  ebooks  planning  robotics  motion  pathfinding  algorithims  basics 
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
Joseph Wilk » Latent Semantic Analysis in Python
Using SciPy.
python  tutorial  search  algorithms  algorithm  text  analysis  learning  ai  tutorials  machine  nlp  processing  information-retrieval  semantic  lsa  machine-learning  svd  via:chl  information_retrieval 
december 2008 by mcroydon
Mark Watson's Open Source Software
A collection of GPL/LGPL'd Natural Language Processing tools for Java.
programming  software  open-source  development  ruby  code  tools  blog  free  java  research  algorithms  analysis  language  opensource  clustering  source  open  ai  speech  natural  nlp  tagging  processing  parser  natural_language_processing  tagger  categorization  natural-language-processing  of 
november 2008 by mcroydon
Mark Watson's opinions on Java, Ruby, Lisp, AI, and the Semantic Web: My new book "Practical Artificial Intelligence Programming in Java" is available in print and as a free PDF download
A book on AI using Java available as a CC-by-nc-noderivs PDF and in print at lulu.com.
programming  development  book  tutorial  java  books  research  free  algorithms  interesting  pdf  math  ebook  blogs  reading  ai  download  lisp  ebooks  intelligence  artificial  clojure 
november 2008 by mcroydon
PleoWorld - The Home of Pleo, the Robotic Baby Dinosaur from UGOBE Life Forms
Wow, I was better off not knowing about this $350 programmable toy.
design  development  hardware  games  technology  wishlist  game  research  gadgets  innovation  shopping  ai  robots  entertainment  cute  toys  gadget  toy  product  robotics  gifts  ugobe  dinosaurs  dinosaur  pleo  robot 
october 2008 by mcroydon
Stanford School of Engineering
From the basics to NLP and machine learning.
programming  video  books  science  computer  coding  free  education  online  engineering  open  cs  ai  learning  robots  school  stanford  career  lectures  opencourseware  computerscience  university  courses  robotics  course  lecture  uni  classes  ocw 
october 2008 by mcroydon
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