Applications in numpy 1. reshape numpy array .reshape() 2. generate array from a fixed range 3. generate random values array
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Writing notes
Loose pages, technical margins, and small notes gathered into a readable stack.
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Python Venv 搭建个人python虚拟环境 --- 新建一个文件夹目录, 假设叫做“deeplearning”. 执行 python3 -m venv venv , 第一个“venv”表示创建virtual environment, 后面的“venv”表示环境文件夹命名. 执行 source venv/bin/activate 以激活python虚
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Mathematics in machine learning IQR (Interquartile Range) IQR describes the distance between the 1st quartile and the 3rd quartile. It is a method to detect outliers in dataset. ou
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Evaluate a model and decide what to do next. Model Evaluation Train Test Split Split the dataset to: 70% for training and 30% for testing. --- Train/test Procedure for Linear Regre
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Notions about gradient descent. Optimizing Learning Algorithm --- Feature Engineering (特征工程) Use intuition to create new features, by combining and transforming the original ones.
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Neural Style Transfer in deep learning --- What is Neural Style Transfer Use a 'Content' image C and a 'Style' image S to generate a new image G , which has C's content and S's sty
