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Title: 机器学习Python程序 Download
  • Category:
  • Big Data
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  • File Size:
  • 106kb
  • Update:
  • 2018-10-26
  • Downloads:
  • 0 Times
  • Uploaded by:
  • 海浪中央
 Description: It covers the commonly used machine learning algorithms. Including linear regression and classification algorithm; decision tree; a variety of dimensionality reduction algorithm; optimization algorithm; reinforcement learning and other algorithms of Python code.
 Downloaders recently: [More information of uploader 海浪中央]
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File list (Check if you may need any files): 
FilenameSizeDate
Machine Learning 0  2009-04-20

Machine Learning\src 0  2009-04-20

Machine Learning\src\10 Dimension Reduction 0  2009-04-20

Machine Learning\src\10 Dimension Reduction\ecoli.py 1660  2009-03-25

Machine Learning\src\10 Dimension Reduction\factoranalysis.py 1730  2009-03-25

Machine Learning\src\10 Dimension Reduction\floyd.py 1389  2009-03-25

Machine Learning\src\10 Dimension Reduction\iris.py 2520  2009-03-25

Machine Learning\src\10 Dimension Reduction\isomap.py 3512  2009-03-25

Machine Learning\src\10 Dimension Reduction\kernelpca.py 1947  2009-03-25

Machine Learning\src\10 Dimension Reduction\kpcademo.py 1452  2009-03-25

Machine Learning\src\10 Dimension Reduction\lda.py 1689  2009-03-25

Machine Learning\src\10 Dimension Reduction\lle.py 1979  2009-03-25

Machine Learning\src\10 Dimension Reduction\pca.py 1227  2009-03-25

Machine Learning\src\10 Dimension Reduction\pcademo.py 849  2009-03-25

Machine Learning\src\11 Optimisation 0  2009-04-20

Machine Learning\src\11 Optimisation\CG.py 1579  2009-03-25

Machine Learning\src\11 Optimisation\LevenbergMarquardt.py 1748  2009-03-25

Machine Learning\src\11 Optimisation\LevenbergMarquardt_leastsq.py 2692  2009-03-25

Machine Learning\src\11 Optimisation\Newton.py 965  2009-03-25

Machine Learning\src\11 Optimisation\steepest.py 841  2009-03-25

Machine Learning\src\11 Optimisation\TSP.py 5392  2009-03-25

Machine Learning\src\12 Evolutionary 0  2009-04-20

Machine Learning\src\12 Evolutionary\exhaustiveKnapsack.py 1015  2009-03-25

Machine Learning\src\12 Evolutionary\fourpeaks.py 1019  2009-03-25

Machine Learning\src\12 Evolutionary\ga.py 5505  2009-03-25

Machine Learning\src\12 Evolutionary\greedyKnapsack.py 1044  2009-03-25

Machine Learning\src\12 Evolutionary\knapsack.py 849  2009-03-25

Machine Learning\src\12 Evolutionary\PBIL.py 1466  2009-03-25

Machine Learning\src\12 Evolutionary\run_ga.py 502  2009-03-25

Machine Learning\src\13 Reinforcement 0  2009-04-20

Machine Learning\src\13 Reinforcement\SARSA.py 1987  2009-03-25

Machine Learning\src\13 Reinforcement\SARSA_cliff.py 4604  2009-03-25

Machine Learning\src\13 Reinforcement\TDZero.py 1415  2009-03-25

Machine Learning\src\13 Reinforcement\TDZero_cliff.py 4118  2009-03-25

Machine Learning\src\14 MCMC 0  2009-04-20

Machine Learning\src\14 MCMC\BoxMuller.py 1062  2009-03-25

Machine Learning\src\14 MCMC\Gibbs.py 1475  2009-03-25

Machine Learning\src\14 MCMC\importancesampling.py 1207  2009-03-25

Machine Learning\src\14 MCMC\lcg.py 847  2009-03-25

Machine Learning\src\14 MCMC\MH.py 1527  2009-03-25

Machine Learning\src\14 MCMC\rejectionsampling.py 1412  2009-03-25

Machine Learning\src\14 MCMC\SIR.py 1557  2009-03-25

Machine Learning\src\15 Graphical Models 0  2009-04-20

Machine Learning\src\15 Graphical Models\Gibbs.py 4660  2009-03-25

Machine Learning\src\15 Graphical Models\graphdemo.py 852  2009-03-25

Machine Learning\src\15 Graphical Models\HMM.py 3364  2009-03-25

Machine Learning\src\15 Graphical Models\Kalman.py 1841  2009-03-25

Machine Learning\src\15 Graphical Models\MRF.py 1607  2009-03-25

Machine Learning\src\15 Graphical Models\world.png 751  2009-03-25

Machine Learning\src\2 Linear 0  2009-04-20

Machine Learning\src\2 Linear\auto-mpg.py 866  2009-03-25

Machine Learning\src\2 Linear\linreg.py 671  2009-03-25

Machine Learning\src\2 Linear\linreg_logic_eg.py 1066  2009-03-25

Machine Learning\src\2 Linear\logic.py 1014  2009-03-25

Machine Learning\src\2 Linear\pcn.py 2443  2009-03-25

Machine Learning\src\2 Linear\pcn_logic_eg.py 2182  2009-03-25

Machine Learning\src\2 Linear\pima.py 1786  2009-03-25

Machine Learning\src\3 MLP 0  2009-04-20

Machine Learning\src\3 MLP\iris.py 2048  2009-03-25

Machine Learning\src\3 MLP\iris_proc.data 2700  2009-03-25

Machine Learning\src\3 MLP\logic.py 1262  2009-03-25

Machine Learning\src\3 MLP\mlp.py 5032  2009-04-20

Machine Learning\src\3 MLP\PNoz.dat 185575  2009-03-25

Machine Learning\src\3 MLP\PNOz.py 1699  2009-03-25

Machine Learning\src\3 MLP\sinewave.py 1625  2009-03-25

Machine Learning\src\4 RBF 0  2009-04-20

Machine Learning\src\4 RBF\iris.py 1496  2009-03-25

Machine Learning\src\4 RBF\least_squares.py 754  2009-03-25

Machine Learning\src\4 RBF\rbf.py 3479  2009-03-25

Machine Learning\src\6 Trees 0  2009-04-20

Machine Learning\src\6 Trees\dtree.py 5852  2009-03-25

Machine Learning\src\6 Trees\party.data 211  2009-03-25

Machine Learning\src\6 Trees\party.py 707  2009-03-25

Machine Learning\src\7 Committee 0  2009-04-20

Machine Learning\src\7 Committee\bagging.py 1770  2009-03-25

Machine Learning\src\7 Committee\boost.py 5196  2009-03-25

Machine Learning\src\7 Committee\car.data 51921  2009-03-25

Machine Learning\src\7 Committee\car.py 1935  2009-03-25

Machine Learning\src\7 Committee\dtw.py 7830  2009-03-25

Machine Learning\src\7 Committee\party.py 926  2009-03-25

Machine Learning\src\8 Probability 0  2009-04-20

Machine Learning\src\8 Probability\gaussian.py 1488  2009-03-25

Machine Learning\src\8 Probability\GMM.py 1759  2009-03-25

Machine Learning\src\8 Probability\kdtree.py 2490  2009-03-25

Machine Learning\src\8 Probability\knn.py 957  2009-03-25

Machine Learning\src\8 Probability\knnSmoother.py 2672  2009-03-25

Machine Learning\src\8 Probability\plotGaussian.py 713  2009-03-25

Machine Learning\src\8 Probability\ruapehu.dat 1136  2009-03-25

Machine Learning\src\9 Unsupervised 0  2009-04-20

Machine Learning\src\9 Unsupervised\iris.py 2188  2009-03-25

Machine Learning\src\9 Unsupervised\kmeans.py 2126  2009-03-25

Machine Learning\src\9 Unsupervised\kmeansnet.py 1535  2009-03-25

Machine Learning\src\9 Unsupervised\moredemos.py 2154  2009-03-25

Machine Learning\src\9 Unsupervised\shortecoli.data 11970  2009-03-25

Machine Learning\src\9 Unsupervised\som.py 3488  2009-03-25

Machine Learning\src\9 Unsupervised\somdemo.py 2845  2009-03-25

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