mastering-ml-w-python-in-six-steps:Manohar Swamynathan的“用Python精...
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2021-03-25
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mastering-ml-w-python-in-six-steps:Manohar Swamynathan的“用Python精通六步学习机器学习”的源代码-Source code learning （149个子文件） 
digit.csv 696KB customer_review.csv 399KB Diabetes.csv 23KB Diabetes.csv 23KB Housing_Modified.csv 22KB LR_NonLinear.csv 4KB iris.csv 4KB mtcars.csv 2KB mtcars_new.csv 2KB TS.csv 923B movie_rating.csv 301B Grade_Set_2.csv 95B Grade_Set_1.csv 72B Grade_Set_1_Classification.csv 58B tree.dot 1KB CNN_CIFAR10.ipynb 7.32MB CNN_MNIST.ipynb 1.28MB EDA.ipynb 1.27MB Autoencoder.ipynb 868KB Multivariate Regression.ipynb 780KB Clustering.ipynb 527KB MLP_SKlearn.ipynb 371KB Matplotlib.ipynb 366KB Time_Series.ipynb 359KB Bagging.ipynb 350KB Regression.ipynb 260KB Decision Trees.ipynb 253KB Multivariate Logistic Regression.ipynb 253KB Recommender_Systems.ipynb 250KB Single_Perceptron.ipynb 235KB Boosting.ipynb 214KB PCA.ipynb 182KB Pandas.ipynb 157KB Pandas-checkpoint.ipynb 157KB Handling_Imbalanced_Dataset.ipynb 155KB Text_Exploration.ipynb 144KB Hyper_Parameter_Tuning.ipynb 137KB Logistic Regression.ipynb 133KB Reinforcement_Learning.ipynb 126KB Restricted_Boltzman_Machine.ipynb 119KB SVM.ipynb 115KB RNN_LSTM_Sentiment_Analysis.ipynb 111KB Topic_Modelling.ipynb 105KB Document_Clustering.ipynb 79KB Transfer_Learning_CNN.ipynb 75KB Bias_Variance.ipynb 67KB Optimal_Probability_Cutoff.ipynb 67KB kNN.ipynb 47KB Text_Assemble.ipynb 43KB Text_Preprocessing.ipynb 40KB NumPy-checkpoint.ipynb 38KB NumPy.ipynb 38KB Stacking.ipynb 36KB Step0 - Introduction and Operators.ipynb 27KB Step0 - Introduction and Operators-checkpoint.ipynb 27KB Non-Linear Model Fitting.ipynb 26KB Ensemble_Voting.ipynb 23KB Sentiment_Analysis.ipynb 22KB MLP_Keras.ipynb 17KB Setp0 - Sets-checkpoint.ipynb 10KB Setp0 - Sets.ipynb 10KB Additional_RNN_Passage.ipynb 8KB Step0 - Dictionary.ipynb 7KB Step0 - File Input and Exception Handling.ipynb 7KB Step0 - Lists.ipynb 6KB Step0 - Lists-checkpoint.ipynb 6KB Document_Classification.ipynb 6KB GLM.ipynb 6KB Step0 - Tuples-checkpoint.ipynb 5KB Step0 - Tuples.ipynb 5KB Step0 - Functions.ipynb 5KB Word_2_Vec.ipynb 5KB Normalization.ipynb 4KB Module_Versions.ipynb 4KB Handling_Categorical_Data.ipynb 4KB Deep_NLP.ipynb 4KB
stanford-parser.jar 2.38MB englishPCFG-model.jar 1.84MB
raw_text.jpg 136KB contributing.md 677B README.md 527B
two_column.pdf 639KB raw_text.pdf 73KB ocr_text.pdf 58KB iris.pdf 24KB standardized_text.pdf 15KB
Iris_Flower.png 445KB iris_photo.png 303KB TM Process.png 235KB Decision_Tree.png 178KB Neuron.png 140KB Visual_Pathway.png 113KB Hyper_Parameter_Tuning.png 89KB Recommender_System.png 84KB Sampling_Chart.png 82KB Ensemble.png 77KB User_Similarity_Formula.png 73KB LDA.png 71KB Reinforcement_Learning.png 56KB TDM.png 56KB共 149 条
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