A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Edward | 4,503 | 39 | 1 | 5 years ago | 28 | January 22, 2018 | 218 | other | Jupyter Notebook | |

A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | ||||||||||

Gpflow | 1,802 | 17 | 19 | 9 days ago | 39 | August 09, 2023 | 149 | apache-2.0 | Python | |

Gaussian processes in TensorFlow | ||||||||||

Variational Autoencoder | 1,114 | 3 years ago | n,ull | mit | Python | |||||

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow) | ||||||||||

Variational Autoencoder | 1,049 | 3 years ago | 1 | mit | Python | |||||

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow) | ||||||||||

Boltzmann Machines | 792 | 3 years ago | 11 | mit | Jupyter Notebook | |||||

Boltzmann Machines in TensorFlow with examples | ||||||||||

Variational Text Tensorflow | 537 | 8 years ago | 5 | mit | Python | |||||

TensorFlow implementation of Neural Variational Inference for Text Processing | ||||||||||

Autoencoding_vi_for_topic_models | 211 | 3 years ago | 8 | mit | Python | |||||

Tensorflow implementation for prodLDA and NVLDA. | ||||||||||

Rethinking Tensorflow Probability | 207 | 2 years ago | apache-2.0 | Jupyter Notebook | ||||||

Statistical Rethinking (2nd Ed) with Tensorflow Probability | ||||||||||

Tensorflow Mnist Cvae | 134 | 7 years ago | 2 | Python | ||||||

Tensorflow implementation of conditional variational auto-encoder for MNIST | ||||||||||

Bayesbyhypernet | 55 | 5 years ago | 1 | Jupyter Notebook | ||||||

Code for the paper Implicit Weight Uncertainty in Neural Networks |

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Jupyter Notebook

Deep Learning

Machine Learning

Tensorflow

Neural Network

Data Science

Statistics

Generative Model

Variational Inference

Probabilistic Programming

Bayesian Methods