Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

知识图谱（关系网络）可以用简单的形状和线条显示复杂的系统，帮助我们理解数据之间的联系。我们今天将介绍15个很好用的免费工具，可以帮助我们绘制网络图。 NetworkX NetworkX是一个用于处理网络的Python工具。许多人在Python中处理图数据时使用NetworkX。

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

The tutorial shows Python 2.7 and igraph 0.6 in the example outputs. This should be updated to recent versions since we don't even support Python 2.7.

对于网络图，其实我们并不陌生，用的比较普遍的是Cytoscape这个软件。不过，我们今天的主角是R包---igragh。相比Cytoscape，igragh的便利之处就是你不用趴在电脑上很痛苦的去一一调整节点的大小，颜色等属性。接下来，我就开启小白学习之旅了。 #参数很多了 ...