tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

Jupyter NotebookPythonOtherdata-sciencemachine-learningstatisticsdeep-learningtensorflowbayesian-methodsneural-networksprobabilistic-programming
This is stars and forks stats for /tensorflow/probability repository. As of 29 Apr, 2024 this repository has 3987 stars and 1081 forks.

TensorFlow Probability 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. TFP also works as "Tensor-friendly Probability" in pure JAX!: from tensorflow_probability.substrates...
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