| CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers |
26,097 |
|
0 |
0 |
over 2 years ago |
0 |
|
203 |
mit |
Jupyter Notebook |
| aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;) |
| blei-lab/edward |
4,503 |
|
39 |
1 |
over 6 years ago |
28 |
January 22, 2018 |
218 |
other |
Jupyter Notebook |
| A probabilistic programming language in TensorFlow. Deep generative models, variational inference. |
| tensorflow/probability |
4,028 |
|
126 |
316 |
about 2 years ago |
51 |
November 20, 2023 |
652 |
apache-2.0 |
Jupyter Notebook |
| Probabilistic reasoning and statistical analysis in TensorFlow |
| google/uncertainty-baselines |
1,324 |
|
0 |
0 |
over 2 years ago |
6 |
July 27, 2020 |
120 |
apache-2.0 |
Python |
| High-quality implementations of standard and SOTA methods on a variety of tasks. |
| google/edward2 |
656 |
|
0 |
2 |
over 2 years ago |
2 |
May 06, 2021 |
75 |
apache-2.0 |
Jupyter Notebook |
| A simple probabilistic programming language. |
| brendanhasz/probflow |
108 |
|
0 |
0 |
almost 5 years ago |
12 |
December 28, 2020 |
16 |
mit |
Python |
| A Python package for building Bayesian models with TensorFlow or PyTorch |
| amidst/toolbox |
104 |
|
0 |
0 |
over 5 years ago |
0 |
|
46 |
apache-2.0 |
Java |
| A Java Toolbox for Scalable Probabilistic Machine Learning |
| lawmurray/Birch |
101 |
|
0 |
0 |
over 2 years ago |
0 |
|
3 |
apache-2.0 |
C++ |
| A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods. |
| junpenglao/Bayesian-Cognitive-Modeling-in-Pymc3 |
90 |
|
0 |
0 |
over 8 years ago |
0 |
|
0 |
|
Jupyter Notebook |
| PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course |
| fulldecent/19-questions |
15 |
|
0 |
0 |
over 3 years ago |
0 |
|
1 |
mit |
PHP |
| A machine learning / bayesian inference engine assigning attributes to objects |
