Name Bonaccorso G. Mastering Machine Learning Algorithms 2ed 2020
File Type other
Size 20.80MB
UpdateDate 2024-10-4
hash *****77421B2D99F59E35247764FC40F401F4A5
Hot 168
Files Code Files/Chapter12/parameter_estimation.py | 623B Code Files/Chapter01/dataset_splitting.py | 661B Code Files/Chapter12/bayesian_gaussian_mixture.py | 855B Code Files/Chapter14/hebb_rule-extra.py | 961B Code Files/Chapter06/k_nearest_neighbors.py | 961B Code Files/Chapter01/normalization.py | 1023B Code Files/Chapter13/sparse_pca.py | 1.11KB Code Files/Chapter08/apriori.py | 1.14KB Code Files/Chapter10/smoothing.py | 1.18KB Code Files/Chapter13/kernel_pca.py | 1.21KB Code Files/Chapter10/tsa_arima.py | 1.21KB Code Files/Chapter01/whitening.py | 1.27KB Code Files/Chapter11/metropolis-hastings-sampling.py | 1.31KB Code Files/Chapter23/supervised_dbn.py | 1.32KB Code Files/Chapter09/isotonic_regression.py | 1.36KB Code Files/Chapter16/xgboost.py | 1.37KB Code Files/Chapter01/cross_validation_2.py | 1.41KB Code Files/Chapter09/logistic_regression.py | 1.42KB Code Files/Chapter13/ica.py | 1.44KB Code Files/Chapter01/regularization.py | 1.48KB Code Files/Chapter09/huber_regression.py | 1.49KB Code Files/Chapter07/fuzzy_cmeans.py | 1.56KB Code Files/Chapter05/label_propagation_scikit_learn.py | 1.57KB Code Files/Chapter05/label_spreading.py | 1.58KB Code Files/Chapter13/pca.py | 1.60KB Code Files/Chapter02/self_training.py | 1.65KB Code Files/Chapter03/self_training.py | 1.65KB Code Files/Chapter01/scaling.py | 1.67KB Code Files/Chapter09/linear_regression.py | 1.74KB Code Files/Chapter01/cross_validation.py | 1.75KB Code Files/Chapter14/covariance_rule.py | 1.76KB Code Files/Chapter23/unsupervised_dbn.py | 1.82KB Code Files/Chapter16/voting_classifiers.py | 1.98KB Code Files/Chapter08/biclustering.py | 1.99KB Code Files/Chapter13/factor_analysis.py | 2.02KB Code Files/Chapter16/gradient_tree_boosting.py | 2.04KB Code Files/Chapter06/evaluation_metrics.py | 2.07KB Code Files/Chapter07/spectral_clustering.py | 2.08KB Code Files/Chapter06/kmeans.py | 2.15KB Code Files/Chapter12/gaussian_mixture.py | 2.23KB Code Files/Chapter04/tsvm_comparison_svm.py | 2.24KB Code Files/Chapter02/tsvm_comparison_svm.py | 2.24KB Code Files/Chapter11/pymc3_sampling.py | 2.24KB Code Files/Chapter17/perceptron.py | 2.40KB Code Files/Chapter14/sanger_network.py | 2.41KB Code Files/Chapter05/markov_random_walk.py | 2.47KB Code Files/Chapter18/batch_normalization.py | 2.54KB Code Files/Chapter17/mlp.py | 2.58KB Code Files/Chapter03/cotraining.py | 2.59KB Code Files/Chapter02/cotraining.py | 2.59KB Code Files/Chapter05/label_propagation.py | 2.63KB Code Files/Chapter09/ridge_regression.py | 2.63KB Code Files/Chapter11/stan_example.py | 2.64KB Code Files/Chapter14/rubner_tavan_network.py | 2.67KB Code Files/Chapter20/recurrent.py | 2.68KB Code Files/Chapter10/tsa.py | 2.72KB Code Files/Chapter05/laplacian_regularization.py | 2.94KB Code Files/Chapter09/polynomial_regression.py | 2.97KB Code Files/Chapter02/cple.py | 3.10KB Code Files/Chapter04/cple.py | 3.10KB Code Files/Chapter14/SOM.py | 3.15KB Code Files/Chapter07/dbscan.py | 3.18KB Code Files/Chapter25/policy_gradient.py | 3.46KB Code Files/Chapter11/hmm.py | 3.51KB Code Files/Chapter19/dcn.py | 3.61KB Code Files/Chapter15/adaboost.py | 3.67KB Code Files/Chapter19/dcn_da.py | 4.42KB Code Files/Chapter15/random_forest.py | 4.47KB Code Files/Chapter03/generative_gaussian_mixtures.py | 4.47KB Code Files/Chapter02/generative_gaussian_mixtures.py | 4.47KB Code Files/Chapter21/dca.py | 4.52KB Code Files/Chapter21/sparse_dca.py | 4.55KB Code Files/Chapter18/dropout.py | 4.65KB Code Files/Chapter21/denoising_dca.py | 4.73KB Code Files/Chapter21/variational_dca.py | 4.75KB Code Files/Chapter25/q_learning.py | 4.77KB Code Files/Chapter02/tsvm.py | 4.83KB Code Files/Chapter04/tsvm.py | 4.83KB Code Files/Chapter25/sarsa.py | 4.84KB Code Files/Chapter02/tsvm_comparison_1_10.py | 4.90KB Code Files/Chapter04/tsvm_comparison_10_01.py | 4.90KB Code Files/Chapter04/tsvm_comparison_1_10.py | 4.90KB Code Files/Chapter02/tsvm_comparison_10_01.py | 4.90KB Code Files/Chapter04/s3vm.py | 5.43KB Code Files/Chapter02/s3vm.py | 5.43KB Code Files/Chapter24/policy_iteration.py | 5.66KB Code Files/Chapter25/actor_critic_td0.py | 5.67KB Code Files/Chapter22/dcgan.py | 5.75KB Code Files/Chapter13/dcgan.py | 5.75KB Code Files/Chapter22/wgan.py | 5.87KB Code Files/Chapter13/wgan.py | 5.87KB Code Files/Chapter24/value_iteration.py | 6.05KB Code Files/Chapter24/td0.py | 6.13KB Code Files/Chapter25/td_lambda.py | 7.53KB Code Files/Chapter25/q_learning_nn.py | 8.23KB Code Files/Software and hardware list.pdf | 153.15KB Bonaccorso G. Mastering Machine Learning Algorithms 2ed 2020.djvu | 8.97MB Code Files/Chapter10/energydata_complete.csv | 11.41MB
