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1. cmaxent cmaxent Public

   Forked from amazon-science/cmaxent

   Maximum entropy from a causal perspective

   Python

2. RCAWithMissingStructuralKnowledgeCode RCAWithMissingStructuralKnowledgeCode Public

   Forked from amazon-science/RCAWithMissingStructuralKnowledgeCode

   Jupyter Notebook

3. causal_effect_estimation_using_nade causal_effect_estimation_using_nade Public

   Python 3

4. Math-book-solutions Math-book-solutions Public

   The solutions to several math books I work on in my free time

   TeX 1

5. Implementation for advanced MCMC met... Implementation for advanced MCMC methods: HMC and particle MCMC

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   """ Short script showcasing Hamiltonian Monte Carlo (HMC)

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   I used JAX as a backend to estimate the negative log posterior, 

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     and the gradients of it with respect to our parameters of interest.

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6. Linear iteration methods to find sol... Linear iteration methods to find solutions to systems of linear equations based on Banach's fixed point Theorem

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   """

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   Simple script implementing the Banach fixed point Theorem applied to iterations in linear equation models.

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       In particular, I implement the Jacobi iteration and the Gauss-Seidel iteration.

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       The implementation of this script follows the theory in Chapter 5.2 of Kreyszig's "Introductory functional analysis with applications".

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