GitHub - ipython-books/ipython-books.github.io: IPython books website, by Cyrille Rossant

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Latest commit rossant Generate Pelican site May 2, 2018 f92a931 · May 2, 2018 History 9 Commits
101-analyzing-the-frequency-components-of-a-signal-with-a-fast-fourier-transform	101-analyzing-the-frequency-components-of-a-signal-with-a-fast-fourier-transform	Generate Pelican site	May 2, 2018
102-applying-a-linear-filter-to-a-digital-signal	102-applying-a-linear-filter-to-a-digital-signal	Generate Pelican site	May 2, 2018
103-computing-the-autocorrelation-of-a-time-series	103-computing-the-autocorrelation-of-a-time-series	Generate Pelican site	May 2, 2018
11-introducing-ipython-and-the-jupyter-notebook	11-introducing-ipython-and-the-jupyter-notebook	Generate Pelican site	May 2, 2018
111-manipulating-the-exposure-of-an-image	111-manipulating-the-exposure-of-an-image	Generate Pelican site	May 2, 2018
112-applying-filters-on-an-image	112-applying-filters-on-an-image	Generate Pelican site	May 2, 2018
113-segmenting-an-image	113-segmenting-an-image	Generate Pelican site	May 2, 2018
114-finding-points-of-interest-in-an-image	114-finding-points-of-interest-in-an-image	Generate Pelican site	May 2, 2018
115-detecting-faces-in-an-image-with-opencv	115-detecting-faces-in-an-image-with-opencv	Generate Pelican site	May 2, 2018
116-applying-digital-filters-to-speech-sounds	116-applying-digital-filters-to-speech-sounds	Generate Pelican site	May 2, 2018
117-creating-a-sound-synthesizer-in-the-notebook	117-creating-a-sound-synthesizer-in-the-notebook	Generate Pelican site	May 2, 2018
12-getting-started-with-exploratory-data-analysis-in-the-jupyter-notebook	12-getting-started-with-exploratory-data-analysis-in-the-jupyter-notebook	Generate Pelican site	May 2, 2018
121-plotting-the-bifurcation-diagram-of-a-chaotic-dynamical-system	121-plotting-the-bifurcation-diagram-of-a-chaotic-dynamical-system	Generate Pelican site	May 2, 2018
122-simulating-an-elementary-cellular-automaton	122-simulating-an-elementary-cellular-automaton	Generate Pelican site	May 2, 2018
123-simulating-an-ordinary-differential-equation-with-scipy	123-simulating-an-ordinary-differential-equation-with-scipy	Generate Pelican site	May 2, 2018
124-simulating-a-partial-differential-equation-reaction-diffusion-systems-and-turing-patterns	124-simulating-a-partial-differential-equation-reaction-diffusion-systems-and-turing-patterns	Generate Pelican site	May 2, 2018
13-introducing-the-multidimensional-array-in-numpy-for-fast-array-computations	13-introducing-the-multidimensional-array-in-numpy-for-fast-array-computations	Generate Pelican site	May 2, 2018
131-simulating-a-discrete-time-markov-chain	131-simulating-a-discrete-time-markov-chain	Generate Pelican site	May 2, 2018
132-simulating-a-poisson-process	132-simulating-a-poisson-process	Generate Pelican site	May 2, 2018
133-simulating-a-brownian-motion	133-simulating-a-brownian-motion	Generate Pelican site	May 2, 2018
134-simulating-a-stochastic-differential-equation	134-simulating-a-stochastic-differential-equation	Generate Pelican site	May 2, 2018
14-creating-an-ipython-extension-with-custom-magic-commands	14-creating-an-ipython-extension-with-custom-magic-commands	Generate Pelican site	May 2, 2018
141-manipulating-and-visualizing-graphs-with-networkx	141-manipulating-and-visualizing-graphs-with-networkx	Generate Pelican site	May 2, 2018
142-drawing-flight-routes-with-networkx	142-drawing-flight-routes-with-networkx	Generate Pelican site	May 2, 2018
143-resolving-dependencies-in-a-directed-acyclic-graph-with-a-topological-sort	143-resolving-dependencies-in-a-directed-acyclic-graph-with-a-topological-sort	Generate Pelican site	May 2, 2018
144-computing-connected-components-in-an-image	144-computing-connected-components-in-an-image	Generate Pelican site	May 2, 2018
145-computing-the-voronoi-diagram-of-a-set-of-points	145-computing-the-voronoi-diagram-of-a-set-of-points	Generate Pelican site	May 2, 2018
146-manipulating-geospatial-data-with-cartopy	146-manipulating-geospatial-data-with-cartopy	Generate Pelican site	May 2, 2018
147-creating-a-route-planner-for-a-road-network	147-creating-a-route-planner-for-a-road-network	Generate Pelican site	May 2, 2018
15-mastering-ipythons-configuration-system	15-mastering-ipythons-configuration-system	Generate Pelican site	May 2, 2018
151-diving-into-symbolic-computing-with-sympy	151-diving-into-symbolic-computing-with-sympy	Generate Pelican site	May 2, 2018
152-solving-equations-and-inequalities	152-solving-equations-and-inequalities	Generate Pelican site	May 2, 2018
153-analyzing-real-valued-functions	153-analyzing-real-valued-functions	Generate Pelican site	May 2, 2018
154-computing-exact-probabilities-and-manipulating-random-variables	154-computing-exact-probabilities-and-manipulating-random-variables	Generate Pelican site	May 2, 2018
155-a-bit-of-number-theory-with-sympy	155-a-bit-of-number-theory-with-sympy	Generate Pelican site	May 2, 2018
156-finding-a-boolean-propositional-formula-from-a-truth-table	156-finding-a-boolean-propositional-formula-from-a-truth-table	Generate Pelican site	May 2, 2018
157-analyzing-a-nonlinear-differential-system-lotka-volterra-predator-prey-equations	157-analyzing-a-nonlinear-differential-system-lotka-volterra-predator-prey-equations	Generate Pelican site	May 2, 2018
158-getting-started-with-sage	158-getting-started-with-sage	Generate Pelican site	May 2, 2018
16-creating-a-simple-kernel-for-jupyter	16-creating-a-simple-kernel-for-jupyter	Generate Pelican site	May 2, 2018
21-learning-the-basics-of-the-unix-shell	21-learning-the-basics-of-the-unix-shell	Generate Pelican site	May 2, 2018
22-using-the-latest-features-of-python-3	22-using-the-latest-features-of-python-3	Generate Pelican site	May 2, 2018
23-learning-the-basics-of-the-distributed-version-control-system-git	23-learning-the-basics-of-the-distributed-version-control-system-git	Generate Pelican site	May 2, 2018
24-a-typical-workflow-with-git-branching	24-a-typical-workflow-with-git-branching	Generate Pelican site	May 2, 2018
25-efficient-interactive-computing-workflows-with-ipython	25-efficient-interactive-computing-workflows-with-ipython	Generate Pelican site	May 2, 2018
26-ten-tips-for-conducting-reproducible-interactive-computing-experiments	26-ten-tips-for-conducting-reproducible-interactive-computing-experiments	Generate Pelican site	May 2, 2018
27-writing-high-quality-python-code	27-writing-high-quality-python-code	Generate Pelican site	May 2, 2018
28-writing-unit-tests-with-pytest	28-writing-unit-tests-with-pytest	Generate Pelican site	May 2, 2018
29-debugging-code-with-ipython	29-debugging-code-with-ipython	Generate Pelican site	May 2, 2018
31-teaching-programming-in-the-notebook-with-ipython-blocks	31-teaching-programming-in-the-notebook-with-ipython-blocks	Generate Pelican site	May 2, 2018
32-converting-a-jupyter-notebook-to-other-formats-with-nbconvert	32-converting-a-jupyter-notebook-to-other-formats-with-nbconvert	Generate Pelican site	May 2, 2018
33-mastering-widgets-in-the-jupyter-notebook	33-mastering-widgets-in-the-jupyter-notebook	Generate Pelican site	May 2, 2018
34-creating-custom-jupyter-notebook-widgets-in-python-html-and-javascript	34-creating-custom-jupyter-notebook-widgets-in-python-html-and-javascript	Generate Pelican site	May 2, 2018
35-configuring-the-jupyter-notebook	35-configuring-the-jupyter-notebook	Generate Pelican site	May 2, 2018
36-introducing-jupyterlab	36-introducing-jupyterlab	Generate Pelican site	May 2, 2018
41-evaluating-the-time-taken-by-a-command-in-ipython	41-evaluating-the-time-taken-by-a-command-in-ipython	Generate Pelican site	May 2, 2018
42-profiling-your-code-easily-with-cprofile-and-ipython	42-profiling-your-code-easily-with-cprofile-and-ipython	Generate Pelican site	May 2, 2018
43-profiling-your-code-line-by-line-with-line_profiler	43-profiling-your-code-line-by-line-with-line_profiler	Generate Pelican site	May 2, 2018
44-profiling-the-memory-usage-of-your-code-with-memory_profiler	44-profiling-the-memory-usage-of-your-code-with-memory_profiler	Generate Pelican site	May 2, 2018
45-understanding-the-internals-of-numpy-to-avoid-unnecessary-array-copying	45-understanding-the-internals-of-numpy-to-avoid-unnecessary-array-copying	Generate Pelican site	May 2, 2018
46-using-stride-tricks-with-numpy	46-using-stride-tricks-with-numpy	Generate Pelican site	May 2, 2018
47-implementing-an-efficient-rolling-average-algorithm-with-stride-tricks	47-implementing-an-efficient-rolling-average-algorithm-with-stride-tricks	Generate Pelican site	May 2, 2018
48-processing-large-numpy-arrays-with-memory-mapping	48-processing-large-numpy-arrays-with-memory-mapping	Generate Pelican site	May 2, 2018
49-manipulating-large-arrays-with-hdf5	49-manipulating-large-arrays-with-hdf5	Generate Pelican site	May 2, 2018
51-knowing-python-to-write-faster-code	51-knowing-python-to-write-faster-code	Generate Pelican site	May 2, 2018
510-interacting-with-asynchronous-parallel-tasks-in-ipython	510-interacting-with-asynchronous-parallel-tasks-in-ipython	Generate Pelican site	May 2, 2018
511-performing-out-of-core-computations-on-large-arrays-with-dask	511-performing-out-of-core-computations-on-large-arrays-with-dask	Generate Pelican site	May 2, 2018
512-trying-the-julia-programming-language-in-the-jupyter-notebook	512-trying-the-julia-programming-language-in-the-jupyter-notebook	Generate Pelican site	May 2, 2018
52-accelerating-pure-python-code-with-numba-and-just-in-time-compilation	52-accelerating-pure-python-code-with-numba-and-just-in-time-compilation	Generate Pelican site	May 2, 2018
53-accelerating-array-computations-with-numexpr	53-accelerating-array-computations-with-numexpr	Generate Pelican site	May 2, 2018
54-wrapping-a-c-library-in-python-with-ctypes	54-wrapping-a-c-library-in-python-with-ctypes	Generate Pelican site	May 2, 2018
55-accelerating-python-code-with-cython	55-accelerating-python-code-with-cython	Generate Pelican site	May 2, 2018
56-optimizing-cython-code-by-writing-less-python-and-more-c	56-optimizing-cython-code-by-writing-less-python-and-more-c	Generate Pelican site	May 2, 2018
57-releasing-the-gil-to-take-advantage-of-multi-core-processors-with-cython-and-openmp	57-releasing-the-gil-to-take-advantage-of-multi-core-processors-with-cython-and-openmp	Generate Pelican site	May 2, 2018
58-writing-massively-parallel-code-for-nvidia-graphics-cards-gpus-with-cuda	58-writing-massively-parallel-code-for-nvidia-graphics-cards-gpus-with-cuda	Generate Pelican site	May 2, 2018
59-distributing-python-code-across-multiple-cores-with-ipython	59-distributing-python-code-across-multiple-cores-with-ipython	Generate Pelican site	May 2, 2018
61-using-matplotlib-styles	61-using-matplotlib-styles	Generate Pelican site	May 2, 2018
62-creating-statistical-plots-easily-with-seaborn	62-creating-statistical-plots-easily-with-seaborn	Generate Pelican site	May 2, 2018
63-creating-interactive-web-visualizations-with-bokeh-and-holoviews	63-creating-interactive-web-visualizations-with-bokeh-and-holoviews	Generate Pelican site	May 2, 2018
64-visualizing-a-networkx-graph-in-the-notebook-with-d3js	64-visualizing-a-networkx-graph-in-the-notebook-with-d3js	Generate Pelican site	May 2, 2018
65-discovering-interactive-visualization-libraries-in-the-notebook	65-discovering-interactive-visualization-libraries-in-the-notebook	Generate Pelican site	May 2, 2018
66-creating-plots-with-altair-and-the-vega-lite-specification	66-creating-plots-with-altair-and-the-vega-lite-specification	Generate Pelican site	May 2, 2018
71-exploring-a-dataset-with-pandas-and-matplotlib	71-exploring-a-dataset-with-pandas-and-matplotlib	Generate Pelican site	May 2, 2018
72-getting-started-with-statistical-hypothesis-testing-a-simple-z-test	72-getting-started-with-statistical-hypothesis-testing-a-simple-z-test	Generate Pelican site	May 2, 2018
73-getting-started-with-bayesian-methods	73-getting-started-with-bayesian-methods	Generate Pelican site	May 2, 2018
74-estimating-the-correlation-between-two-variables-with-a-contingency-table-and-a-chi-squared-test	74-estimating-the-correlation-between-two-variables-with-a-contingency-table-and-a-chi-squared-test	Generate Pelican site	May 2, 2018
75-fitting-a-probability-distribution-to-data-with-the-maximum-likelihood-method	75-fitting-a-probability-distribution-to-data-with-the-maximum-likelihood-method	Generate Pelican site	May 2, 2018
76-estimating-a-probability-distribution-nonparametrically-with-a-kernel-density-estimation	76-estimating-a-probability-distribution-nonparametrically-with-a-kernel-density-estimation	Generate Pelican site	May 2, 2018
77-fitting-a-bayesian-model-by-sampling-from-a-posterior-distribution-with-a-markov-chain-monte-carlo-method	77-fitting-a-bayesian-model-by-sampling-from-a-posterior-distribution-with-a-markov-chain-monte-carlo-method	Generate Pelican site	May 2, 2018
78-analyzing-data-with-the-r-programming-language-in-the-jupyter-notebook	78-analyzing-data-with-the-r-programming-language-in-the-jupyter-notebook	Generate Pelican site	May 2, 2018
81-getting-started-with-scikit-learn	81-getting-started-with-scikit-learn	Generate Pelican site	May 2, 2018
82-predicting-who-will-survive-on-the-titanic-with-logistic-regression	82-predicting-who-will-survive-on-the-titanic-with-logistic-regression	Generate Pelican site	May 2, 2018
83-learning-to-recognize-handwritten-digits-with-a-k-nearest-neighbors-classifier	83-learning-to-recognize-handwritten-digits-with-a-k-nearest-neighbors-classifier	Generate Pelican site	May 2, 2018
84-learning-from-text-naive-bayes-for-natural-language-processing	84-learning-from-text-naive-bayes-for-natural-language-processing	Generate Pelican site	May 2, 2018
85-using-support-vector-machines-for-classification-tasks	85-using-support-vector-machines-for-classification-tasks	Generate Pelican site	May 2, 2018
86-using-a-random-forest-to-select-important-features-for-regression	86-using-a-random-forest-to-select-important-features-for-regression	Generate Pelican site	May 2, 2018
87-reducing-the-dimensionality-of-a-dataset-with-a-principal-component-analysis	87-reducing-the-dimensionality-of-a-dataset-with-a-principal-component-analysis	Generate Pelican site	May 2, 2018
88-detecting-hidden-structures-in-a-dataset-with-clustering	88-detecting-hidden-structures-in-a-dataset-with-clustering	Generate Pelican site	May 2, 2018
91-finding-the-root-of-a-mathematical-function	91-finding-the-root-of-a-mathematical-function	Generate Pelican site	May 2, 2018
92-minimizing-a-mathematical-function	92-minimizing-a-mathematical-function	Generate Pelican site	May 2, 2018
93-fitting-a-function-to-data-with-nonlinear-least-squares	93-fitting-a-function-to-data-with-nonlinear-least-squares	Generate Pelican site	May 2, 2018
94-finding-the-equilibrium-state-of-a-physical-system-by-minimizing-its-potential-energy	94-finding-the-equilibrium-state-of-a-physical-system-by-minimizing-its-potential-energy	Generate Pelican site	May 2, 2018
chapter-1-a-tour-of-interactive-computing-with-jupyter-and-ipython	chapter-1-a-tour-of-interactive-computing-with-jupyter-and-ipython	Generate Pelican site	May 2, 2018
chapter-10-signal-processing	chapter-10-signal-processing	Generate Pelican site	May 2, 2018
chapter-11-image-and-audio-processing	chapter-11-image-and-audio-processing	Generate Pelican site	May 2, 2018
chapter-12-deterministic-dynamical-systems	chapter-12-deterministic-dynamical-systems	Generate Pelican site	May 2, 2018
chapter-13-stochastic-dynamical-systems	chapter-13-stochastic-dynamical-systems	Generate Pelican site	May 2, 2018
chapter-14-graphs-geometry-and-geographic-information-systems	chapter-14-graphs-geometry-and-geographic-information-systems	Generate Pelican site	May 2, 2018
chapter-15-symbolic-and-numerical-mathematics	chapter-15-symbolic-and-numerical-mathematics	Generate Pelican site	May 2, 2018
chapter-2-best-practices-in-interactive-computing	chapter-2-best-practices-in-interactive-computing	Generate Pelican site	May 2, 2018
chapter-3-mastering-the-jupyter-notebook	chapter-3-mastering-the-jupyter-notebook	Generate Pelican site	May 2, 2018
chapter-4-profiling-and-optimization	chapter-4-profiling-and-optimization	Generate Pelican site	May 2, 2018
chapter-5-high-performance-computing	chapter-5-high-performance-computing	Generate Pelican site	May 2, 2018
chapter-6-data-visualization	chapter-6-data-visualization	Generate Pelican site	May 2, 2018
chapter-7-statistical-data-analysis	chapter-7-statistical-data-analysis	Generate Pelican site	May 2, 2018
chapter-8-machine-learning	chapter-8-machine-learning	Generate Pelican site	May 2, 2018
chapter-9-numerical-optimization	chapter-9-numerical-optimization	Generate Pelican site	May 2, 2018
cookbook	cookbook	Generate Pelican site	May 2, 2018
featured-01	featured-01	Generate Pelican site	Feb 4, 2018
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featured-06	featured-06	Generate Pelican site	May 2, 2018
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feeds	feeds	Generate Pelican site	May 2, 2018
minibook	minibook	Generate Pelican site	May 2, 2018
pages	pages	Generate Pelican site	May 2, 2018
theme/css	theme/css	Generate Pelican site	Feb 4, 2018
404.html	404.html	Generate Pelican site	May 2, 2018
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archives.html	archives.html	Generate Pelican site	May 2, 2018
authors.html	authors.html	Generate Pelican site	May 2, 2018
categories.html	categories.html	Generate Pelican site	May 2, 2018
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index.html	index.html	Generate Pelican site	May 2, 2018
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