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The Top 10 Bayesian Open Source Projects
Open source projects categorized as Bayesian
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Bayesian
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rlabbe/Kalman-and-Bayesian-Filters-in-Python
⭐
15,017
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
pyro-ppl/pyro
⭐
8,255
Deep universal probabilistic programming with Python and PyTorch
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pymc-devs/pymc
⭐
7,996
Bayesian Modeling and Probabilistic Programming in Python
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pytorch/botorch
⭐
2,880
Bayesian optimization in PyTorch
dependent packages
0
total releases
0
most recent commit
about 2 years ago
pgmpy/pgmpy
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2,551
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
stan-dev/stan
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2,484
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
MingchaoZhu/DeepLearning
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2,347
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
dependent packages
0
total releases
0
most recent commit
almost 6 years ago
facebook/Ax
⭐
2,217
Adaptive Experimentation Platform
dependent packages
0
total releases
0
most recent commit
about 2 years ago
markdregan/Bayesian-Modelling-in-Python
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2,202
A python tutorial on bayesian modeling techniques (PyMC3)
dependent packages
0
total releases
0
most recent commit
almost 9 years ago
thu-ml/zhusuan
⭐
2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
dependent packages
0
total releases
0
most recent commit
over 3 years ago
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