probabilistic-programming
所属分类：数学计算
开发工具：Jupyter Notebook
文件大小：0KB
下载次数：0
上传日期：2019-09-25 15:39:47
上 传 者：
sh-1993
说明： 概率编程笔记本，
(Notebooks for probabilistic programming,)
文件列表:
01_CloudBlog.ipynb (121189, 2019-09-25)
01_CloudBlog_extended.ipynb (123234, 2019-09-25)
02_DifferentialEqs_Blog.ipynb (1711289, 2019-09-25)
03_DifferentialEqs_in_2D.ipynb (1840166, 2019-09-25)
04_IntroToClimt_Blog.ipynb (1843194, 2019-09-25)
05_BayesianInference_Climt_Blog.ipynb (2677684, 2019-09-25)
environment.yml (215, 2019-09-25)
[](https://binder.pangeo.io/v2/gh/informatics-lab/probabilistic-programming/master?filepath=01_CloudBlog.ipynb)
# probabilistic-programming
Notebooks for probabilistic programming. Notebook 01_CloudBlog.ipynb shows the notebook for the problem walked through in the blog post here https://medium.com/informatics-lab/probabilistic-programming-1535d7882dbe.
These notebooks require Pyro which can be installed from here https://pyro.ai and PyTorch https://pytorch.org
For example:
pip install pyro-ppl
conda install pytorch torchvision -c pytorch
# Binder
You can launch an interactive session using Pangeo Binder at this link:
https://binder.pangeo.io/v2/gh/informatics-lab/probabilistic-programming/master?filepath=01_CloudBlog.ipynb
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