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python-for-signal-processing.blogspot.com

Python for Signal Processing

Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing.

http://python-for-signal-processing.blogspot.com/

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Python for Signal Processing | python-for-signal-processing.blogspot.com Reviews

https://python-for-signal-processing.blogspot.com

Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing.

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Python for Signal Processing: Inverse Projection as Constrained Optimization

http://python-for-signal-processing.blogspot.com/2013/01/inverse-projection-as-constrained.html

Python for Signal Processing. Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing. Monday, January 28, 2013. Inverse Projection as Constrained Optimization. In our previous discussion. J = mathbf{y} - mathbf{V} boldsymbol{ alpha} 2 $. By projecting $ mathbf{y}$ onto the space characterized by $ mathbf{V}$ as follows:. Mathbf{ hat{y} = mathbf{P} V mathbf{y}$. And see if you can somehow compute...

2

Python for Signal Processing: Conditional Expectation as Projection

http://python-for-signal-processing.blogspot.com/2012/12/introduction-in-these-pages-i-have.html

Python for Signal Processing. Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing. Tuesday, December 11, 2012. Conditional Expectation as Projection. Are prerequisites for what follows. Please review those before continuing. Inner Product for Random Variables. For example, we previously noted that at the point of projection, we had. Mathbf{y} - mathbf{v} {opt} ) T mathbf{v} = 0$. Which holds ...

3

Python for Signal Processing: January 2013

http://python-for-signal-processing.blogspot.com/2013_01_01_archive.html

Python for Signal Processing. Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing. Monday, January 28, 2013. Inverse Projection as Constrained Optimization. In our previous discussion. J = mathbf{y} - mathbf{V} boldsymbol{ alpha} 2 $. By projecting $ mathbf{y}$ onto the space characterized by $ mathbf{V}$ as follows:. Mathbf{ hat{y} = mathbf{P} V mathbf{y}$. And see if you can somehow compute...

4

Python for Signal Processing: Conditional Expectation for Gaussian Variables

http://python-for-signal-processing.blogspot.com/2013/01/conditional-expectation-for-gaussian.html

Python for Signal Processing. Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing. Monday, January 14, 2013. Conditional Expectation for Gaussian Variables. Conditional Expectation by Optimization. Let's try this with the zero-mean bivariate Gaussian density,. Mathbb{E}( X- alpha Y ) 2) = mathbb{E}( alpha 2 Y 2 - 2 alpha X Y X 2 )$. Then, solving for $ alpha$ gives. Which means we that. Now, ...

5

Python for Signal Processing: Discrete Fourier Transform

http://python-for-signal-processing.blogspot.com/2013/02/discrete-fourier-transform.html

Python for Signal Processing. Using Python to investigate signal processing concepts in the IPython notebook format. Source notebooks available at github.com/unpingco/Python-for-Signal-Processing. Monday, February 25, 2013. Let us start with the following DFT matrix. Mathbf{U} = frac{1}{ sqrt N} left[ exp left( j frac{2 pi}{N} n k right) right] {n in{0,N s},k in{0,N-1} $. Where $n$ counts rows through the number of samples and $k$ indexes the discrete frequencies as columns. Plots in the middle column.

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Your standard web page creation tool is woefully unprepared to capture complex technical concepts that require data, math, and graphs, but that is exactly what I would like to do. I started playing around with IPython Notebook. As a way to document complex ideas on my website that required a mixture of prose, mathematics, algorithms, and graphs. I got inspired by the blogs of Carl Boettiger. Notes for IPython Notebook. Formating IPython Notebook with Markdown. Typesetting Math Using MathJax. Blogging wit...

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Open Notebook - Jeff's Skinner Box

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Your standard web page creation tool is woefully unprepared to capture complex technical concepts that require data, math, and graphs, but that is exactly what I would like to do. I started playing around with IPython Notebook. As a way to document complex ideas on my website that required a mixture of prose, mathematics, algorithms, and graphs. I got inspired by the blogs of Carl Boettiger. Notes for IPython Notebook. Formating IPython Notebook with Markdown. Typesetting Math Using MathJax. Blogging wit...

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