Useful Code

• AIMA code repository
• aima-java-1.4.0-OSM-Redesign.zip
• Weka 3: Data Mining Software in Java
• R
• scikit-learn: machine learning in Python
• Deep Belief Networks
  • DeeBNet
  • Matlab file exchange deep neural network
  • deepmat
  • dbn
  • sklearn.neural_network.BernoulliRBM
    

Papers

• A Comparison of Decision Tree Ensemble Creation Techniques: Interesting comparison of ensemble approaches
• Hinton, G. E. and Salakhutdinov, R. R. (2006) Reducing the dimensionality of data with neural networks. Science, Vol. 313. no. 5786, pp. 504 - 507.
• LeCun, Y., Bengio, Y. and Hinton, G. E. (2015) Deep Learning Nature, Vol. 521, pp 436-444.
• Harmon, M. E. and Harmon, S. S. (1996) Reinforcement Learning: A Tutorial.