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Computers > Artificial Intelligence > Machine Learning > Software : Web Resources

Computers > Artificial Intelligence > Machine Learning > Software : Web-Sites

1. (H)HMM Library and Designer [ Report dead link ]

This library allows probabilistic sequence models to be constructed through use of Hidden Markov models (HMMs) and Hierarchical Markov models HMMs (HHMMs) in Ocaml programming language. [GPL]

http://connex.lip6.fr/%7ebinsztok/hhld.html

2. A Boosting Algorithm for Classification of Semi-Structured Text [ Report dead link ]

Algorithmic classification of text 'word bags' in order to speed online processing. Article only.

http://chasen.org/~taku/publications/emnlp2004-1.pdf#search=%22algoritms%20for%20machine%20learning%22

3. A Brief Introduction to Graphical Models and Bayesian Networks [ Report dead link ]

Good explanations with algorithms of some of the tools of natural processing dealing with uncertainty and complexity including inference, explaining away, top-down, bottom-up reasoning, causiality, conditional independence and more. Article only.

http://www.cs.ubc.ca/~murphyk/Bayes/bayes.html

4. A Neural Network Face Recognition Assignment [ Report dead link ]

A full dataset for face recognition with face images directory. [AFL]

http://www.cs.cmu.edu/afs/cs.cmu.edu/user/avrim/www/ML94/face_homework.html

5. AAAI Machine Learning Directory [ Report dead link ]

AI Topics provides basic, understandable information and helpful resources concerning artificial intelligence, with an emphasis on material available online. By the American Association for Artificial Intelligence. [FREE]

http://www.aaai.org/AITopics/html/machine.html

6. ABC++ of Neural Nets: The Programming of Common Models [ Report dead link ]

Information and software for hands-on neural net programming. [GPL]

http://www.orc.ru/~stasson/neuroe.html

7. AI Horizon: Computer Science and Artificial Intelligence Programming Resources [ Report dead link ]

Directory of artificial intelligence resources with some nice essays on chess and Go AI with source code links. [GPL]

http://www.aihorizon.com/index.htm

8. Algorithms and Data Structures for Machine Learning [ Report dead link ]

Introduction to algorithms as well as examples of 1D, 2D lists, stacks, queues, hierarchical lists, priority queues, table, trees, and much more. Many with online demonstrations.

http://www.csse.monash.edu.au/%7Elloyd/tildeAlgDS/

9. ANNI: Artificial Neural Network Investing [ Report dead link ]

A program to perform securities modeling using artificial neural networks and genetic algorithms for customizable prediction. [COM]

http://neuralinvesting.com/

10. Applying Machine Learning to Solve an Estimation Problem in Software Inspections [ Report dead link ]

Study of neural network processing in application of inspections using software. Article only.

http://www.ipd.uka.de/mitarbeiter/padberg/artikel/icann02.pdf#search=%22machine%20learning%20software%22

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Computers > Artificial Intelligence > Machine Learning > Software : Web Resources

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