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1. Seismic_Wave_Directivity Seismic_Wave_Directivity Public

   Based on previous research, ground motion can be amplified in certain direction and show with significant anisotropy. The causes still remain unclear, and different researchers have attributed this…

   Python 3

2. pca_demo pca_demo Public

   use both eigenvector and SVD to demo principle component analysis

   Jupyter Notebook 2

3. Analysis-of-MDOF Analysis-of-MDOF Public

   This practice was given Prof. Kwok and was part of the homework in earthquake engineering class. More detailed description will be shown in the pdf file The purpose of this practice to analyze SDOF…

   MATLAB 1

4. Autoencoder Autoencoder Public

   Use autoencoder can achieve the goal of dimension reduction. After dimension reduction, it'll become easier to train the data. Here, we use kmeans as an example.

   Jupyter Notebook

5. MNIST-data MNIST-data Public

   Use both multi-layer perceptron and convolutional neural network to classify mnist data, and compare their results.

   Jupyter Notebook

6. matlab-basic-manipulation matlab-basic-manipulation Public

   This practice was given Prof. Kwok and was part of the homework in earthquake engineering class. More detailed description will be shown in the pdf file.

   MATLAB