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Merging Analysis alpha digits with main#7

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yann-Choho wants to merge 17 commits into
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analysis_alpha_digits
Open

Merging Analysis alpha digits with main#7
yann-Choho wants to merge 17 commits into
mainfrom
analysis_alpha_digits

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pull request for merging branch analysis_alpha_digits and main

Yedson54 and others added 17 commits March 18, 2024 10:39
* Rename experiments notebook.
* Start working on DBN in the notebook.
* src/principal_dbn_alpha.py
    - Initialize DBN as a list of RBMs.
    - Train RBMs sequentially in forward direction.
    - Implement image generation using Gibbs sampling between the last
    two layers (generating images with the last RBM). Recursively sample
    layer L-1 using conditional probabilities on layer L:
    h_{i-1} = Bernoulli(output_input(h_i)).
* Rename experiments notebook.
* Start working on DBN in the notebook.
* src/principal_dbn_alpha.py
    - Initialize DBN as a list of RBMs.
    - Train RBMs sequentially in forward direction.
    - Implement image generation using Gibbs sampling between the last
    two layers (generating images with the last RBM). Recursively sample
    layer L-1 using conditional probabilities on layer L:
    h_{i-1} = Bernoulli(output_input(h_i)).
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