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Tutorial of EM algorithm
The following contents have much to do with the following materials:
- Frank Dellaert, The Expectation Maximization Algorithm link
- C.B. Do & S. Batzoglou, What is the expectation maximization algorithm link
Both of the papers have presented a simple and elegant explaination, while this tutorial aims to further combines them together ...
Integrating Pelican with IPython notebook
This is a test page for integrating IPython notebook into the blog. The following file came from Jake Vanderplas's blog.
Add the following line into the markdown file:
{% notebook path/to/notebook.ipynb [cells[i:j]] %}
This inserts the notebook at the given location in the post, optionally selecting ...
more…Statsmodels.py (1)
Statsmodels is a Python package that provides basic functions in descriptive statistics, estimation and inferences. This package has a rely upon the Scipy libraries. It also needs the Pandas for some modules to work.
Unlike Scikit-learn, Statsmodels is not designed for Machine Learning purposes, although many of its features (especially ...
more…About Me
PhD Student at Department of Electrical and Computer Engineering, Michigan State University
Email: wangzh34@msu.edu
more…Simple steps to a personal blog
This personal blog is constructed on the following components:
Some more details could be found in the homepage of the aforementioned projects. The following parts provides an initial setup for static personal webpages.
Why Pelican ?
Well, there are certainly many other excellent choices like Jekyll. While ...
more…