This tool lets you produce and animate points on a scatter plot. It's built with the idea of understanding transitions of embeddings produced from a neural network. Please refer to this blog post for more details.
Animating hidden representations of data points
- Upload colors corresponding to the labels for the data points in your classification task in the colors.csv file. Note that it only accepts a csv file. So if you have something like a ".txt" file - you would need to change its extension to be ".csv".
- Upload the first file containing the 2-D or 3-D initial hidden representations (weights from the final layer of the neural network) using the "1st Data CSV File" button. They should have a 1-1 correspondence with the above labels/colors uploaded.
- Upload the second file containing the 2-D or 3-D final hidden representations (weights from the final layer of the neural network) using th