Is t-SNE just for visualization? I have used the t-SNE algorithm to visualize my high dimensional data. However, I was wondering if this is a practical method for inference?
It's a dimensionality reduction algorithm. Inference is the problem of determining the parameters, or labels, that best fit the model for a given input once the model parameters have been learned, or estimated.