Christian A. Naesseth naesseth

Popular repositories

1. nestedsmc

   Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.

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2. smc-pgm

   Code implementing sequential Monte Carlo algorithms for probabilistic graphical models described in Naesseth, Lindsten and Schön, "Sequential Monte Carlo for Graphical Models", Advances in Neural I…

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3. smc2d

   Code implementing the algorithms described in C. A. Naesseth, F. Lindsten, T B. Schön, Capacity estimation of two-dimensional channels using Sequential Monte Carlo, Proceedings of the 2014 IEEE Inf…

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4. pyResampling

   An attempt to provide efficient resampling procedures, using Cython, for sequential Monte Carlo type algorithms, also known as particle filters.

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5. smcpy

   Library for Bayesian inference using sequential Monte Carlo (particle filter, condensation, genetic, ...) methods.

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6. nestedsmcsamplers