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t-SNE Poster

This repository contains: some figures displayed in the poster, source codes, and references.

Figures

Kannada MNIST data set with t-SNE and PCA_t-SNE: Kannada MNIST data set with t-SNE and PCA_t-SNE MNIST data set with t-SNE and PCA_t-SNE: MNIST data set with t-SNE and PCA_t-SNE

MNIST (0~4 digits) with t-SNE (the same figure in poster): MNIST (0~4 digits) with t-SNE

References

original paper: Visualizing Data using t-SNE

source of the notebook visualizing-kannada-mnist-with-t-sne.ipynb and references on visualizing Kannada MNIST: Visualizing Kannada MNIST with t-SNE on Kaggle.

Visaulization tools: Matplotlib, Vega-Altair, and Bokeh.

Datasets in our poster and original paper are available from: MNIST data set , Kannada MNIST data set , Olivertti faces data set , and COIL-20.

some other visualization: OpenVaccine:visualization and notebook How to Use tSNE effectively Dimenionality reduction (PCA, tSNE) severity of diabetic retinopathy