GitHub - LingruiZhu/MachineLearningNotebook: Tutorial notebook for classic machine learning algorithms

LingruiZhu / MachineLearningNotebook Public

Tutorial notebook for classic machine learning algorithms

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
Backpropagation.ipynb		Backpropagation.ipynb
Cluster Algorithm.ipynb		Cluster Algorithm.ipynb
Content.xlsx		Content.xlsx
Convolutional Neural Network.ipynb		Convolutional Neural Network.ipynb
Decision_tree_table.png		Decision_tree_table.png
Decision_tree_table2.png		Decision_tree_table2.png
GMM_1.png		GMM_1.png
Hyper-parameter Optimization Algorithm.ipynb		Hyper-parameter Optimization Algorithm.ipynb
Linear and Logistic regression.ipynb		Linear and Logistic regression.ipynb
Neural Network.ipynb		Neural Network.ipynb
Support vector machine.ipynb		Support vector machine.ipynb
back_propagation1.png		back_propagation1.png
conv_3d.png		conv_3d.png
conv_layer.png		conv_layer.png
cov_2d.png		cov_2d.png
decision_tree_1.png		decision_tree_1.png
dropout.png		dropout.png
hyperparameter_optimization.jpeg		hyperparameter_optimization.jpeg
hyperparameter_optimization1.png		hyperparameter_optimization1.png
hyperparameter_optimization2.png		hyperparameter_optimization2.png
k-means_step.png		k-means_step.png
linear_regression.png		linear_regression.png
maimal_margin_classifier.png		maimal_margin_classifier.png
max_pooling.png		max_pooling.png
mean_shift.gif		mean_shift.gif
mini_batch_gd.png		mini_batch_gd.png
neuron-cell-3d-model_D.jpg		neuron-cell-3d-model_D.jpg
nueron.jpg		nueron.jpg
simple_neural_network.jpg		simple_neural_network.jpg
tp_np_tf_nf.png		tp_np_tf_nf.png