Machine Learning/
Machine Learning/src/
Machine Learning/src/10 Dimension Reduction/
Machine Learning/src/10 Dimension Reduction/ecoli.py
Machine Learning/src/10 Dimension Reduction/factoranalysis.py
Machine Learning/src/10 Dimension Reduction/floyd.py
Machine Learning/src/10 Dimension Reduction/iris.py
Machine Learning/src/10 Dimension Reduction/isomap.py
Machine Learning/src/10 Dimension Reduction/kernelpca.py
Machine Learning/src/10 Dimension Reduction/kpcademo.py
Machine Learning/src/10 Dimension Reduction/lda.py
Machine Learning/src/10 Dimension Reduction/lle.py
Machine Learning/src/10 Dimension Reduction/pca.py
Machine Learning/src/10 Dimension Reduction/pcademo.py
Machine Learning/src/11 Optimisation/
Machine Learning/src/11 Optimisation/CG.py
Machine Learning/src/11 Optimisation/LevenbergMarquardt.py
Machine Learning/src/11 Optimisation/LevenbergMarquardt_leastsq.py
Machine Learning/src/11 Optimisation/Newton.py
Machine Learning/src/11 Optimisation/steepest.py
Machine Learning/src/11 Optimisation/TSP.py
Machine Learning/src/12 Evolutionary/
Machine Learning/src/12 Evolutionary/exhaustiveKnapsack.py
Machine Learning/src/12 Evolutionary/fourpeaks.py
Machine Learning/src/12 Evolutionary/ga.py
Machine Learning/src/12 Evolutionary/greedyKnapsack.py
Machine Learning/src/12 Evolutionary/knapsack.py
Machine Learning/src/12 Evolutionary/PBIL.py
Machine Learning/src/12 Evolutionary/run_ga.py
Machine Learning/src/13 Reinforcement/
Machine Learning/src/13 Reinforcement/SARSA.py
Machine Learning/src/13 Reinforcement/SARSA_cliff.py
Machine Learning/src/13 Reinforcement/TDZero.py
Machine Learning/src/13 Reinforcement/TDZero_cliff.py
Machine Learning/src/14 MCMC/
Machine Learning/src/14 MCMC/BoxMuller.py
Machine Learning/src/14 MCMC/Gibbs.py
Machine Learning/src/14 MCMC/importancesampling.py
Machine Learning/src/14 MCMC/lcg.py
Machine Learning/src/14 MCMC/MH.py
Machine Learning/src/14 MCMC/rejectionsampling.py
Machine Learning/src/14 MCMC/SIR.py
Machine Learning/src/15 Graphical Models/
Machine Learning/src/15 Graphical Models/Gibbs.py
Machine Learning/src/15 Graphical Models/graphdemo.py
Machine Learning/src/15 Graphical Models/HMM.py
Machine Learning/src/15 Graphical Models/Kalman.py
Machine Learning/src/15 Graphical Models/MRF.py
Machine Learning/src/15 Graphical Models/world.png
Machine Learning/src/2 Linear/
Machine Learning/src/2 Linear/auto-mpg.py
Machine Learning/src/2 Linear/linreg.py
Machine Learning/src/2 Linear/linreg_logic_eg.py
Machine Learning/src/2 Linear/logic.py
Machine Learning/src/2 Linear/pcn.py
Machine Learning/src/2 Linear/pcn_logic_eg.py
Machine Learning/src/2 Linear/pima.py
Machine Learning/src/3 MLP/
Machine Learning/src/3 MLP/iris.py
Machine Learning/src/3 MLP/iris_proc.data
Machine Learning/src/3 MLP/logic.py
Machine Learning/src/3 MLP/mlp.py
Machine Learning/src/3 MLP/PNoz.dat
Machine Learning/src/3 MLP/PNOz.py
Machine Learning/src/3 MLP/sinewave.py
Machine Learning/src/4 RBF/
Machine Learning/src/4 RBF/iris.py
Machine Learning/src/4 RBF/least_squares.py
Machine Learning/src/4 RBF/rbf.py
Machine Learning/src/6 Trees/
Machine Learning/src/6 Trees/dtree.py
Machine Learning/src/6 Trees/party.data
Machine Learning/src/6 Trees/party.py
Machine Learning/src/7 Committee/
Machine Learning/src/7 Committee/bagging.py
Machine Learning/src/7 Committee/boost.py
Machine Learning/src/7 Committee/car.data
Machine Learning/src/7 Committee/car.py
Machine Learning/src/7 Committee/dtw.py
Machine Learning/src/7 Committee/party.py
Machine Learning/src/8 Probability/
Machine Learning/src/8 Probability/gaussian.py
Machine Learning/src/8 Probability/GMM.py
Machine Learning/src/8 Probability/kdtree.py
Machine Learning/src/8 Probability/knn.py
Machine Learning/src/8 Probability/knnSmoother.py
Machine Learning/src/8 Probability/plotGaussian.py
Machine Learning/src/8 Probability/ruapehu.dat
Machine Learning/src/9 Unsupervised/
Machine Learning/src/9 Unsupervised/iris.py
Machine Learning/src/9 Unsupervised/kmeans.py
Machine Learning/src/9 Unsupervised/kmeansnet.py
Machine Learning/src/9 Unsupervised/moredemos.py
Machine Learning/src/9 Unsupervised/shortecoli.data
Machine Learning/src/9 Unsupervised/som.py
Machine Learning/src/9 Unsupervised/somdemo.py