Oh hey Pierre! Thanks again for the initial toy data code, that really helped start our project several months ago:)
Could you go into detail on how you initialize from a datapoint? My attempt: If I have an autoencoder with 1k features, I could set both the encoder and decoder to the directions specified by 1k datapoints. This would mean each datapoint is perfectly reconstructed by its respective feature before (though would be interfered with by other features, I expect).
Oh hey Pierre! Thanks again for the initial toy data code, that really helped start our project several months ago:)
Could you go into detail on how you initialize from a datapoint? My attempt: If I have an autoencoder with 1k features, I could set both the encoder and decoder to the directions specified by 1k datapoints. This would mean each datapoint is perfectly reconstructed by its respective feature before (though would be interfered with by other features, I expect).