GitHub - unpingco/Python-for-Signal-Processing: Notebooks for "Python for Signal Processing" book

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Name	Name	Last commit message	Last commit date
Latest commit unpingco Merge pull request #11 from Naereen/patch-1 Jul 29, 2020 0183e2f · Jul 29, 2020 History 336 Commits
AUC_Derivation.ipynb	AUC_Derivation.ipynb	added references and completed discussion for AUC_Derivation.ipynb	Sep 23, 2014
Adaptive_Forgetting.ipynb	Adaptive_Forgetting.ipynb	fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb	Oct 27, 2014
BanachMatchbox.ipynb	BanachMatchbox.ipynb	some performance graphs	Jul 17, 2016
Buffons_Needle_Sim.ipynb	Buffons_Needle_Sim.ipynb	added new notebooks related to stochastic processes. Some incomplete.	Dec 11, 2013
Compressive_Sampling.ipynb	Compressive_Sampling.ipynb	window NEQ bandwidth plots	Jan 21, 2013
Conditional_Expectation_Gaussian.ipynb	Conditional_Expectation_Gaussian.ipynb	fixed missing dependencies in Conditional_Expectation_Gaussian.ipynb	Aug 21, 2013
Conditional_Expectation_Projection.ipynb	Conditional_Expectation_Projection.ipynb	window NEQ bandwidth plots	Jan 21, 2013
Conditional_expectation_MSE.ipynb	Conditional_expectation_MSE.ipynb	window NEQ bandwidth plots	Jan 21, 2013
Conditional_expectation_MSE_Ex.ipynb	Conditional_expectation_MSE_Ex.ipynb	fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb	Oct 27, 2014
Confidence_Intervals.ipynb	Confidence_Intervals.ipynb	updated time-delay charts for bayes estimator in Lighthouse_problem.i…	Sep 18, 2014
Example_CSVs.ipynb	Example_CSVs.ipynb	added new notebooks related to stochastic processes. Some incomplete.	Dec 11, 2013
Expectation_Maximization.ipynb	Expectation_Maximization.ipynb	fixed missing Lf function in Expectation_Maximization.ipynb	May 11, 2015
Exponential_splines.ipynb	Exponential_splines.ipynb	added new notebooks related to stochastic processes. Some incomplete.	Dec 11, 2013
Filtering.ipynb	Filtering.ipynb	added roots for filtering	Apr 2, 2013
Filtering_Part2.ipynb	Filtering_Part2.ipynb	added tags for fig files generators	Mar 21, 2013
Filtering_Part3.ipynb	Filtering_Part3.ipynb	added tags for fig files generators	Mar 21, 2013
Fourier_Transform.ipynb	Fourier_Transform.ipynb	fixed typo in Fourier_Transform.ipynb	Mar 24, 2015
Frequency_Resolution.ipynb	Frequency_Resolution.ipynb	Fixing another typo in Frequency_Resolution.ipynb	Jul 29, 2020
Gauss_Markov.ipynb	Gauss_Markov.ipynb	don't rely on pylab imports	Aug 10, 2013
Hypothesis_Testing.ipynb	Hypothesis_Testing.ipynb	added summary to Hypothesis_Testing.ipynb	Aug 20, 2014
Inverse_Projection_Constrained_Optimization.ipynb	Inverse_Projection_Constrained_Optimization.ipynb	more work on MAP estimators	Nov 23, 2014
LICENSE.html	LICENSE.html	window NEQ bandwidth plots	Jan 21, 2013
Lighthouse_problem.ipynb	Lighthouse_problem.ipynb	added Random_Sum.ipynb	Nov 5, 2014
Lighthouse_schematic.jpg	Lighthouse_schematic.jpg	started lighthouse problem example	Sep 5, 2014
MAP_Estimation.ipynb	MAP_Estimation.ipynb	fixed typo in Maximum_likelihood.ipynb	Feb 21, 2015
Markov_chains.ipynb	Markov_chains.ipynb	added new notebooks related to stochastic processes. Some incomplete.	Dec 11, 2013
Maximum_likelihood.ipynb	Maximum_likelihood.ipynb	more fixed typo in Maximum_likelihood.ipynb	Feb 21, 2015
More_Fourier_Transform.ipynb	More_Fourier_Transform.ipynb	window NEQ bandwidth plots	Jan 21, 2013
Projection.ipynb	Projection.ipynb	more work on MAP estimators	Nov 23, 2014
Projection_Ex.ipynb	Projection_Ex.ipynb	window NEQ bandwidth plots	Jan 21, 2013
Projection_mdim.ipynb	Projection_mdim.ipynb	window NEQ bandwidth plots	Jan 21, 2013
README.md	README.md	Update README.md	May 3, 2019
Random_Sum.ipynb	Random_Sum.ipynb	added Random_Sum.ipynb	Nov 5, 2014
Rectangle_Wedge_Tail_Decomposition.ipynb	Rectangle_Wedge_Tail_Decomposition.ipynb	added new notebooks related to stochastic processes. Some incomplete.	Dec 11, 2013
Regression.ipynb	Regression.ipynb	fixed sympy relational changes in Conditional_expectation_MSE_Ex.ipynb	Oct 27, 2014
Robust_Statistics.ipynb	Robust_Statistics.ipynb	added 2-sample estimate for Regression.ipynb	Oct 4, 2014
Robust_Statistics_MMA.ipynb	Robust_Statistics_MMA.ipynb	moved pythonica MMA dependency to Robust_Statistics_MMA.ipynb	Sep 29, 2014
Sampling_Monte_Carlo.ipynb	Sampling_Monte_Carlo.ipynb	updated Sampling_Monte_Carlo.ipynb	Feb 7, 2014
Sampling_Theorem.ipynb	Sampling_Theorem.ipynb	small updates for new IPython/Jupyter notebooks	Apr 26, 2016
Sampling_Theorem_Part_2.ipynb	Sampling_Theorem_Part_2.ipynb	re-wrote prolate stuff	Apr 8, 2013
Sampling_Theorem_Part_2_v2.ipynb	Sampling_Theorem_Part_2_v2.ipynb	small updates for new IPython/Jupyter notebooks	Apr 26, 2016
Windowing.ipynb	Windowing.ipynb	added tags for fig files generators	Mar 21, 2013
Windowing_Part2.ipynb	Windowing_Part2.ipynb	added tags for fig files generators	Mar 21, 2013
Windowing_Part3.ipynb	Windowing_Part3.ipynb	added tags for fig files generators	Mar 21, 2013
ex214.jpg	ex214.jpg	window NEQ bandwidth plots	Jan 21, 2013
ex23.jpg	ex23.jpg	window NEQ bandwidth plots	Jan 21, 2013
ex24.jpg	ex24.jpg	window NEQ bandwidth plots	Jan 21, 2013
ex26.jpg	ex26.jpg	window NEQ bandwidth plots	Jan 21, 2013
ls_slider.py	ls_slider.py	window NEQ bandwidth plots	Jan 21, 2013
random_walk_random_stumble.ipynb	random_walk_random_stumble.ipynb	added references to random_walk_random_stumble.ipynb	Apr 30, 2014

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Jupyter notebooks for Python 2.7 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 Jupyter notebooks. A subset of the blog and the content here is available in printed form on Amazon.

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