tensorflow-probability (conda): TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow. As part of the TensorFlow ecosystem, TensorFlow Probability provides integration of probabilistic methods with deep networks, gradient-based inference via automatic differentiation, and scalability to large datasets and models via hardware acceleration (e.g., GPUs) and distributed computation.
Keywords: bayesian-methods|data-science|deep-learning|machine-learning|neural-networks|probabilistic-programming|statistics|tensorflow