The Generative Topographic Mapping
A non-linear latent variable model, intended for modelling continuous, intrinsically low-dimensional probability distributions, embedded in high-dimensional spaces. The probability theory and statistics to address problems such as model complexity.
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The understanding the ideological potential of Kant’s philosophical heritage from the viewpoint of its influence on the legitimization of the Self-made-man idea in the worldview transformations of the modern world in the theory of knowledge and morality.
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