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Update README.md
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iqiukp committed May 6, 2020
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* Multiple kinds of kernel functions
* Support for dimensionality reduction, fault detection, and fault diagnosis
* Support for data reconstruction

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## Notices
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<p align="middle">
<img src="https://github.com/iqiukp/Kernel-Principal-Component-Analysis-KPCA/blob/master/imgs/circle.png" width="420">
</p>

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## Demo for data reconstruction ('circle' data)

<p align="middle">
<img src="https://github.com/iqiukp/Kernel-Principal-Component-Analysis-KPCA/blob/master/imgs/circle(re).png" width="420">
</p>

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## Demo for fault detection (TE process data)

<p align="middle">
<img src="https://github.com/iqiukp/Kernel-Principal-Component-Analysis-KPCA/blob/master/imgs/TE_fd.png" width="420">
</p>

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## Demo for fault diagnosis (TE process data)

<p align="middle">
<img src="https://github.com/iqiukp/Kernel-Principal-Component-Analysis-KPCA/blob/master/imgs/TE_fd_fd.png" width="420">
</p>
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