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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Pyro | 8,312 | 18 | 90 | 6 days ago | 34 | July 29, 2023 | 248 | apache-2.0 | Python | |
Deep universal probabilistic programming with Python and PyTorch | ||||||||||
Edward | 4,503 | 39 | 1 | 4 years ago | 28 | January 22, 2018 | 218 | other | Jupyter Notebook | |
A probabilistic programming language in TensorFlow. Deep generative models, variational inference. | ||||||||||
Gpflow | 1,783 | 17 | 19 | 2 months ago | 39 | August 09, 2023 | 149 | apache-2.0 | Python | |
Gaussian processes in TensorFlow | ||||||||||
Bayesian Machine Learning | 1,587 | a year ago | 4 | apache-2.0 | Jupyter Notebook | |||||
Notebooks about Bayesian methods for machine learning | ||||||||||
Awesome Normalizing Flows | 1,232 | 3 months ago | 1 | mit | Python | |||||
Awesome resources on normalizing flows. | ||||||||||
Variational Autoencoder | 1,112 | 2 years ago | n,ull | mit | Python | |||||
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow) | ||||||||||
Variational Autoencoder | 1,049 | 2 years ago | 1 | mit | Python | |||||
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow) | ||||||||||
Boltzmann Machines | 792 | 2 years ago | 11 | mit | Jupyter Notebook | |||||
Boltzmann Machines in TensorFlow with examples | ||||||||||
Good Papers | 231 | 5 years ago | 1 | |||||||
I try my best to keep updated cutting-edge knowledge in Machine Learning/Deep Learning and Natural Language Processing. These are my notes on some good papers | ||||||||||
Vbmc | 206 | a year ago | bsd-3-clause | MATLAB | ||||||
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB |