I just wanted to share that my first publication using PyMC3 was accepted:
This is a rather competitive empirical research field focused in calculating the amount of helium the universe was created with. Thanks to PyMC3 we proposed a model which can perform a chemical analysis of star-forming galaxies with better accuracy than the traditional approach but in just a couple of minutes .
This achievement could not have been possible without the work and generosity from the PyMC developers. Thank you very much!
I will be expanding and sharing the model in the near future. The biggest issue in using PyMC3 compared to pymc2 has been the complexity in interpolating data grids as a function of the model parameters (which is essential in this field). Fortunately, Foreman-Mackey has done a lot of work implementing this functionality in exoplanet and the future is very bright.