原创 11_Training Deep Neural Networks_VarianceScaling_leaky relu_PReLU_SELU _Batch Normalization_Reusing
In Cp10 (https://blog.csdn.net/Linli522362242/article/details/106433059) we introduced artificial neural networks
2020-07-02 04:29:17
67
原创 bool類型轉int, 或者bool數組對象轉int/float數組對象
bool value(one element) to int int(True) bool array to int array (np.array([True])).astype(np.int32) import numpy
2020-07-02 04:29:17
原创 07_Ensemble Learning and Random Forests_02_AdaBoost_Gradient Boosting_XGBoost
voting_clf.score(X_val, y_val) AdaBoost https://blog.csdn.net/Linli522362242/article/details/104771157 Gradient Boosti
2020-06-24 11:15:36
5
原创 10_Introduction to Artificial Neural Networks w Keras_5
10_Introduction to Artificial Neural Networks with Keras_HuberLoss_astype_dtype_DNN_MLP_G.gv.pdf_mnisthttps://blog.csdn
2020-06-24 11:15:36
29
原创 07_Ensemble Learning and Random Forests_Bagging_Out-of-Bag_Random Forests_Extra-Trees極端隨機樹_Boosting
Suppose you ask a complex question to thousands of random people, then aggregate their answers. In many cases you
2020-06-24 11:15:36
原创 10_5_IMDB_newswires_house prices_Self-supervised_Hold-out_K-fold_L2_dropout_overfit_TP_metrics
Classifying movie reviews: a binary classification example: https://blog.csdn.net/Linli522362242/article/details/106433
2020-06-24 11:15:36
原创 04_TrainingModels_04_gradient decent with early stopping for softmax regression_ entropy
04_TrainingModels_Normal Equation(正態方程,正規方程) Derivation_Gradient Descent_Polynomial Regression: https://blog.csdn.net/L
2020-06-24 11:15:36
原创 06_Decision Trees_01_graphviz_Gini_Entropy_Decision Tree_CART_prune_Regression_Classification_Tree
Like SVMs, Decision Trees are versatile Machine Learning algorithms that can perform both classification and regre
2020-06-24 11:15:36
原创 05_Support Vector Machines_03拉格朗日Lagrangian function先最大化maximize後最小化minimize_QP solver(soft-margin)
05_Support Vector Machines_hinge_support vectors_decision function_Lagrange multiplier拉格朗日乘數 https://blog.csdn.net/Linl
2020-06-24 11:15:36
原创 10_Introduction to Artificial Neural Networks w Keras1_HuberLoss_astype_dtype_DNN_MLP_G.gv.pdf_EMA
Birds inspired us to fly, burdock plants inspired Velcro, and nature has inspired countless more inventions. It se
2020-06-16 08:07:51
91
原创 網絡攝像頭 Foscam F19821P 攝像頭設置方法
首先去focam的網站https://www.foscam.com/downloads/index.html下載你需要的攝像頭應用軟件 並用網線連接一下攝像頭（有線連接比較穩定） SearchTool_Win_v1.0.0.5 解壓
2020-06-01 19:57:16
原创 cp01 Giving Computers the Ability to Learn from Data_Python 3.5.2_Anaconda_scikit-learn_roadmap
In my opinion, machine learning, the application and science of algorithms that make sense of data, is the most ex
2020-05-23 15:56:47
原创 09_Up and Running with TensorFlow_Anaconda3-4.2.0_No module named joblib_KeyError 0_Normal Equation
TensorFlow is a powerful open source software library for numerical computation, particularly well suited and fine
2020-05-23 15:56:47
原创 08_Dimensionality Reduction_05
cp11_Working with Unlabeled Data_Clustering Analysis_Kmeans_hierarchical_dendrogram_heat map_DBSCANhttps://blog.csdn.ne
2020-05-21 00:15:02
280
原创 Jupyter notebook 如何顯示行號，在沒有Toggle line number的情況下, 以及不讓Jupyter notebook的output輸出窗口滾動，顯示全部輸出或隱藏
Jupyter notebook 如何顯示行號，在沒有Toggle line number的情況下 方法如下：鼠標左擊 （left click） View， 然後：點擊鍵盤上的“L”鍵 行號出現，如果想令行號消失，方法和令行號出現的
2020-05-21 00:15:02
1