added observations

Author: balamma

experiment/observations.md

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+1. The constraint satisfaction model has a set of weak constraints defined between a given number of descriptos which is utilized to build conclusions.
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+2. The Hinton diagram presents a pictorial view of the constraints present in the model. The relation between the descriptors trained for different room types is developed using \(w_{ij}\) given in the tutorial.
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+3. While testing the model when some units are clamped, rest of the units experience a change in their states according the constraints between them and the clamped states. This can be verified from the Hinton diagram.
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+4. Clamping different units while testing the model results in settling of the model in different equilibrium states. These equilibrium states may correspond to either the same or different room type.
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