熟练使用PCA和tSNE,彻底理解底层的原理是非常有必要的。 参考:How to Use t-SNE Effectively Real-time tSNE Visualizations with TensorFlow.js
How to Use t-SNE Effectively Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading. By exploring how it behaves in simple cases, we can learn to use it more effectively. A popular method for exploring high-dimensional data is some...
Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading. By exploring how it behaves in simple cases, we can learn to use it more effectively. A popular method for exploring high-dimensional data is something called t-SNE, introduced ...
Scikit learn is used to visualize high dimensional data, and tsne is the reduction of nonlinear dimensionality technique used to visualize the data into dimensional space. The API of scikit learn will provide a class of tsne to visualize the data using the tsne method. In the below example, w...
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