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Bonaccorso G. Mastering Machine Learning Algorithms 2ed 2020

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  • 文件大小:21MB
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文件列表

  1. Code Files/Chapter10/energydata_complete.csv 11MB
  2. Bonaccorso G. Mastering Machine Learning Algorithms 2ed 2020.djvu 9MB
  3. Code Files/Software and hardware list.pdf 153KB
  4. Code Files/Chapter25/q_learning_nn.py 8KB
  5. Code Files/Chapter25/td_lambda.py 8KB
  6. Code Files/Chapter24/td0.py 6KB
  7. Code Files/Chapter24/value_iteration.py 6KB
  8. Code Files/Chapter22/wgan.py 6KB
  9. Code Files/Chapter13/wgan.py 6KB
  10. Code Files/Chapter22/dcgan.py 6KB
  11. Code Files/Chapter13/dcgan.py 6KB
  12. Code Files/Chapter25/actor_critic_td0.py 6KB
  13. Code Files/Chapter24/policy_iteration.py 6KB
  14. Code Files/Chapter04/s3vm.py 5KB
  15. Code Files/Chapter02/s3vm.py 5KB
  16. Code Files/Chapter02/tsvm_comparison_1_10.py 5KB
  17. Code Files/Chapter04/tsvm_comparison_10_01.py 5KB
  18. Code Files/Chapter04/tsvm_comparison_1_10.py 5KB
  19. Code Files/Chapter02/tsvm_comparison_10_01.py 5KB
  20. Code Files/Chapter25/sarsa.py 5KB
  21. Code Files/Chapter02/tsvm.py 5KB
  22. Code Files/Chapter04/tsvm.py 5KB
  23. Code Files/Chapter25/q_learning.py 5KB
  24. Code Files/Chapter21/variational_dca.py 5KB
  25. Code Files/Chapter21/denoising_dca.py 5KB
  26. Code Files/Chapter18/dropout.py 5KB
  27. Code Files/Chapter21/sparse_dca.py 5KB
  28. Code Files/Chapter21/dca.py 5KB
  29. Code Files/Chapter03/generative_gaussian_mixtures.py 4KB
  30. Code Files/Chapter02/generative_gaussian_mixtures.py 4KB
  31. Code Files/Chapter15/random_forest.py 4KB
  32. Code Files/Chapter19/dcn_da.py 4KB
  33. Code Files/Chapter15/adaboost.py 4KB
  34. Code Files/Chapter19/dcn.py 4KB
  35. Code Files/Chapter11/hmm.py 4KB
  36. Code Files/Chapter25/policy_gradient.py 3KB
  37. Code Files/Chapter07/dbscan.py 3KB
  38. Code Files/Chapter14/SOM.py 3KB
  39. Code Files/Chapter02/cple.py 3KB
  40. Code Files/Chapter04/cple.py 3KB
  41. Code Files/Chapter09/polynomial_regression.py 3KB
  42. Code Files/Chapter05/laplacian_regularization.py 3KB
  43. Code Files/Chapter10/tsa.py 3KB
  44. Code Files/Chapter20/recurrent.py 3KB
  45. Code Files/Chapter14/rubner_tavan_network.py 3KB
  46. Code Files/Chapter11/stan_example.py 3KB
  47. Code Files/Chapter09/ridge_regression.py 3KB
  48. Code Files/Chapter05/label_propagation.py 3KB
  49. Code Files/Chapter03/cotraining.py 3KB
  50. Code Files/Chapter02/cotraining.py 3KB
  51. Code Files/Chapter17/mlp.py 3KB
  52. Code Files/Chapter18/batch_normalization.py 3KB
  53. Code Files/Chapter05/markov_random_walk.py 2KB
  54. Code Files/Chapter14/sanger_network.py 2KB
  55. Code Files/Chapter17/perceptron.py 2KB
  56. Code Files/Chapter11/pymc3_sampling.py 2KB
  57. Code Files/Chapter04/tsvm_comparison_svm.py 2KB
  58. Code Files/Chapter02/tsvm_comparison_svm.py 2KB
  59. Code Files/Chapter12/gaussian_mixture.py 2KB
  60. Code Files/Chapter06/kmeans.py 2KB
  61. Code Files/Chapter07/spectral_clustering.py 2KB
  62. Code Files/Chapter06/evaluation_metrics.py 2KB
  63. Code Files/Chapter16/gradient_tree_boosting.py 2KB
  64. Code Files/Chapter13/factor_analysis.py 2KB
  65. Code Files/Chapter08/biclustering.py 2KB
  66. Code Files/Chapter16/voting_classifiers.py 2KB
  67. Code Files/Chapter23/unsupervised_dbn.py 2KB
  68. Code Files/Chapter14/covariance_rule.py 2KB
  69. Code Files/Chapter01/cross_validation.py 2KB
  70. Code Files/Chapter09/linear_regression.py 2KB
  71. Code Files/Chapter01/scaling.py 2KB
  72. Code Files/Chapter02/self_training.py 2KB
  73. Code Files/Chapter03/self_training.py 2KB
  74. Code Files/Chapter13/pca.py 2KB
  75. Code Files/Chapter05/label_spreading.py 2KB
  76. Code Files/Chapter05/label_propagation_scikit_learn.py 2KB
  77. Code Files/Chapter07/fuzzy_cmeans.py 2KB
  78. Code Files/Chapter09/huber_regression.py 1KB
  79. Code Files/Chapter01/regularization.py 1KB
  80. Code Files/Chapter13/ica.py 1KB
  81. Code Files/Chapter09/logistic_regression.py 1KB
  82. Code Files/Chapter01/cross_validation_2.py 1KB
  83. Code Files/Chapter16/xgboost.py 1KB
  84. Code Files/Chapter09/isotonic_regression.py 1KB
  85. Code Files/Chapter23/supervised_dbn.py 1KB
  86. Code Files/Chapter11/metropolis-hastings-sampling.py 1KB
  87. Code Files/Chapter01/whitening.py 1KB
  88. Code Files/Chapter10/tsa_arima.py 1KB
  89. Code Files/Chapter13/kernel_pca.py 1KB
  90. Code Files/Chapter10/smoothing.py 1KB
  91. Code Files/Chapter08/apriori.py 1KB
  92. Code Files/Chapter13/sparse_pca.py 1KB
  93. Code Files/Chapter01/normalization.py 1023B
  94. Code Files/Chapter14/hebb_rule-extra.py 961B
  95. Code Files/Chapter06/k_nearest_neighbors.py 961B
  96. Code Files/Chapter12/bayesian_gaussian_mixture.py 855B
  97. Code Files/Chapter01/dataset_splitting.py 661B
  98. Code Files/Chapter12/parameter_estimation.py 623B