圖片來源:https://www.mathworks.com/solutions/deep-learning/convolutional-neural-network.html
參考文獻
Angermueller_et_al-2016-Molecular_Systems_Biology
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Fully Convolutional Networks for Semantic Segmentation
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Colorful Image Colorization
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Machine Learning Guru
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A visual introduction to machine learning
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Visualizing and Interpreting Convolutional Neural Network
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Kernel (image processing)
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Convolutional Neural Networks - Basics
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Visualizing and Understanding Convolutional Networks
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如何辨別機器學習模型的好壞?秒懂Confusion Matrix
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Convolutional Neural Network (CNN)
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Visualization of Neural Network Predictions for Weather Forecasting
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Mask R-CNN for Object Detection and Segmentation
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Tological Visualisation of a Convolutional Neural Network
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機器學習:
(1) Scikit-Learn
GitHub
(2) mlxtend (包含許多 sklearn 尚未支援的 ML 演算法)
GitHub
(3) XGBoost (Kaggle 競賽神器)
GitHub
(4) Prophet (時間序列資料預測)
GitHub