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Simple codes making use of Hamiltonian Monte Carlo sampling.

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HMC_basics

Simple codes making use of Hamiltonian Monte Carlo sampling.

hmc_alm_Cl.ipynb: infers signal spherical harmonic coefficients and their power spectrum given data = signal + noise. Uses a toy power spectrum Cl, everything in harmonic space. Gaussian noise. No beam. No mask. To do: implement beam smoothing, treatement of mask (i.e. real space computation).

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Simple codes making use of Hamiltonian Monte Carlo sampling.

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