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1. Commits on Nov 3, 2021

   • Few fixes on variational inference stuff and ELBO

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2. Commits on Oct 9, 2021

   • Added mutual information definition for gaussian devinition + primer on wasserstein distance and optimal transport

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3. Commits on Jul 15, 2021

   • Added docs on Wavefront reconstruction for Roddier method and more generally to study Transport of intensity equation (TIE)

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4. Commits on May 28, 2021

   • Improved readability and added reference for NF

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5. Commits on May 26, 2021

   • Implemented the conditional VAE

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6. Commits on May 25, 2021

   • Improved Variational Autoencoder course, still need to finish with reparametrization trick. Also added reference for DeepMind Razavi & Al paper on high fidelity VAE

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   • Removed wrong line on ELBO

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7. Commits on May 21, 2021

   • Added better example for Moran's I and fixed definition in statistical test. Also, fixed the definition of Latent loss

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8. Commits on May 19, 2021

   • Advance on Normalizing Flows

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9. Commits on May 11, 2021

   • Continuing with NF

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10. Commits on May 7, 2021

    • Doing stugg

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    • Fianlly undestood why I had problem to understand variational encoders: authors/speakers often mix up evidence and likelihood depending on the context. i.e data conditioned on latent code is likeli…

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11. Commits on May 6, 2021

    • Going forward with variational inference and fixed small typo + started implement of 2D Moran's I in statistical test notebook

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12. Commits on Apr 20, 2021

    • Improving notebook about statistical testing

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13. Commits on Apr 2, 2021

    • ok

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14. Commits on Mar 23, 2021

    • Commented out some docstring for readability

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15. Commits on Mar 20, 2021

    • Commenting out few docstring to make the whole thing more readable

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16. Commits on Mar 18, 2021

    • Fixing eq in neural ode

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    • More content on normalizing flows after digesting the ECCV tutorial by Brubaker

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17. Commits on Mar 17, 2021

    • Ok for today

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    • Playing around with tfp

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18. Commits on Mar 16, 2021

    • About to get deeper on PPCA with TFP

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19. Commits on Mar 15, 2021

    • Adding Bishop paper on PPCA + continuying on PPCA

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    • Temporarily done with MLE proof for multivariate gaussian

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20. Commits on Mar 14, 2021

    • Working on mle stuff on PPCA paper from 1999

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    • Many updates in NF and fixed Choleski solution for whitening transform

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21. Commits on Mar 11, 2021

    • Fez updates to NF

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22. Commits on Mar 10, 2021

    • Trying to derive the latent cost on VAE

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    • Going forward with normalizing flows

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23. Commits on Mar 8, 2021

    • Going forward with Normalizing flows

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    • Going forward with Normalizing flows introduction

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24. Commits on Mar 4, 2021

    • Investigating normalizing flows

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