Notebooks for "Python for Signal Processing" book
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AUC_Derivation.ipynb added references and completed discussion for AUC_Derivation.ipynb Sep 23, 2014
Adaptive_Forgetting.ipynb fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb Oct 27, 2014
BanachMatchbox.ipynb some performance graphs Jul 17, 2016
Buffons_Needle_Sim.ipynb added new notebooks related to stochastic processes. Some incomplete. Dec 11, 2013
Compressive_Sampling.ipynb window NEQ bandwidth plots Jan 21, 2013
Conditional_Expectation_Gaussian.ipynb fixed missing dependencies in Conditional_Expectation_Gaussian.ipynb Aug 21, 2013
Conditional_Expectation_Projection.ipynb window NEQ bandwidth plots Jan 21, 2013
Conditional_expectation_MSE.ipynb window NEQ bandwidth plots Jan 21, 2013
Conditional_expectation_MSE_Ex.ipynb fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb Oct 27, 2014
Confidence_Intervals.ipynb updated time-delay charts for bayes estimator in Lighthouse_problem.i… Sep 18, 2014
Example_CSVs.ipynb added new notebooks related to stochastic processes. Some incomplete. Dec 11, 2013
Expectation_Maximization.ipynb fixed missing Lf function in Expectation_Maximization.ipynb May 11, 2015
Exponential_splines.ipynb added new notebooks related to stochastic processes. Some incomplete. Dec 11, 2013
Filtering.ipynb added roots for filtering Apr 2, 2013
Filtering_Part2.ipynb added tags for fig files generators Mar 21, 2013
Filtering_Part3.ipynb added tags for fig files generators Mar 21, 2013
Fourier_Transform.ipynb fixed typo in Fourier_Transform.ipynb Mar 24, 2015
Frequency_Resolution.ipynb added tags for fig files generators Mar 21, 2013
Gauss_Markov.ipynb don't rely on pylab imports Aug 10, 2013
Hypothesis_Testing.ipynb added summary to Hypothesis_Testing.ipynb Aug 20, 2014
Inverse_Projection_Constrained_Optimization.ipynb more work on MAP estimators Nov 23, 2014
LICENSE.html window NEQ bandwidth plots Jan 21, 2013
Lighthouse_problem.ipynb added Random_Sum.ipynb Nov 5, 2014
Lighthouse_schematic.jpg started lighthouse problem example Sep 5, 2014
MAP_Estimation.ipynb fixed typo in Maximum_likelihood.ipynb Feb 21, 2015
Markov_chains.ipynb added new notebooks related to stochastic processes. Some incomplete. Dec 11, 2013
Maximum_likelihood.ipynb more fixed typo in Maximum_likelihood.ipynb Feb 21, 2015
More_Fourier_Transform.ipynb window NEQ bandwidth plots Jan 21, 2013
Projection.ipynb more work on MAP estimators Nov 23, 2014
Projection_Ex.ipynb window NEQ bandwidth plots Jan 21, 2013
Projection_mdim.ipynb window NEQ bandwidth plots Jan 21, 2013
README.md reorganize table of contents Mar 9, 2014
Random_Sum.ipynb added Random_Sum.ipynb Nov 5, 2014
Rectangle_Wedge_Tail_Decomposition.ipynb added new notebooks related to stochastic processes. Some incomplete. Dec 11, 2013
Regression.ipynb fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb Oct 27, 2014
Robust_Statistics.ipynb added 2-sample estimate for Regression.ipynb Oct 4, 2014
Robust_Statistics_MMA.ipynb moved pythonica MMA dependency to Robust_Statistics_MMA.ipynb Sep 29, 2014
Sampling_Monte_Carlo.ipynb updated Sampling_Monte_Carlo.ipynb Feb 7, 2014
Sampling_Theorem.ipynb small updates for new IPython/Jupyter notebooks Apr 26, 2016
Sampling_Theorem_Part_2.ipynb re-wrote prolate stuff Apr 8, 2013
Sampling_Theorem_Part_2_v2.ipynb small updates for new IPython/Jupyter notebooks Apr 26, 2016
Windowing.ipynb added tags for fig files generators Mar 21, 2013
Windowing_Part2.ipynb added tags for fig files generators Mar 21, 2013
Windowing_Part3.ipynb added tags for fig files generators Mar 21, 2013
ex214.jpg window NEQ bandwidth plots Jan 21, 2013
ex23.jpg window NEQ bandwidth plots Jan 21, 2013
ex24.jpg window NEQ bandwidth plots Jan 21, 2013
ex26.jpg window NEQ bandwidth plots Jan 21, 2013
ls_slider.py window NEQ bandwidth plots Jan 21, 2013
random_walk_random_stumble.ipynb added references to random_walk_random_stumble.ipynb Apr 30, 2014

README.md

IPython notebooks for Python for Signal Processing Book.

This book is available as a blog where you can read the formatted notebooks and comment further. The following are the draft IPython notebooks. A subset of the blog and the content here is available in printed form on Amazon.

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Signal Processing Reading List

Stochastic Processes Reading List

Misc.