#Bayesian-methods
Showing 12 of 12 repositories tagged #bayesian-methods, ranked by stars
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Probabilistic reasoning and statistical analysis in TensorFlow
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Notebooks about Bayesian methods for machine learning
High-quality implementations of standard and SOTA methods on a variety of tasks.
A simple probabilistic programming language.
A Python package for building Bayesian models with TensorFlow or PyTorch
Differentiable Programming Algorithms in Modern C++
PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
A model which uses your social media posting predict your MBTI personality type.
A set of "real-time" covid19 county-level dashboards w/ national and state choropleths for monitoring localized infection resurgences as distancing, testing and tracing measures evolve.