Bayesian Methods for Hackers: Probabilistic Programming and Bayesian Inference

2015

80 citations recorded by the source corpus.

Citations in the corpus

• An Introduction to Probabilistic Programming (2018, background): “In the space of probabilistic programming arguably the recent books by Davidson-Pilon (2015) and Pfeffer (2016) are the best current references.”
• Jupyter Notebooks - a publishing format for reproducible computational workflows (2016, background): “Some of these have been published in hard copy (e.g. Unpingco, 2014; Davidson-Pilon, 2015; Rossant, 2014), but with the internet blurring traditional categorisations, similar collections of notebooks are being published purely online.”
• Reparameterization Gradient for Non-differentiable Models (2018, background): “• textmsg [1] is a model for the numbers of per-day SNS messages over the period of 74 days (skipping every other day).”