├── .gitignore ├── LICENSE.txt ├── Python ├── Module1_GettingStartedWithPython │ ├── GettingStartedWithPython.md │ ├── Getting_Started_With_IDEs_and_Notebooks.md │ ├── Informal_Intro_Python.md │ ├── Installing_Python.md │ ├── Jupyter_Notebooks.md │ ├── SiteFormatting.md │ └── attachments │ │ ├── IPythonClip.PNG │ │ ├── PythonShellClip.PNG │ │ ├── ipython_0.PNG │ │ ├── ipython_doc1.PNG │ │ ├── ipython_math.PNG │ │ ├── ipython_string.PNG │ │ ├── jp_docstring.PNG │ │ ├── jp_dropdown.PNG │ │ ├── jp_files.PNG │ │ ├── jupyter_early.png │ │ └── jupyter_login.PNG ├── Module2_EssentialsOfPython │ ├── Basic_Objects.md │ ├── ConditionalStatements.md │ ├── DataStructures.md │ ├── DataStructures_III_Sets_and_More.md │ ├── DataStructures_II_Dictionaries.md │ ├── ForLoops.md │ ├── Functions.md │ ├── Generators_and_Comprehensions.md │ ├── Introduction.md │ ├── Iterables.md │ ├── Itertools.md │ ├── Problems │ │ ├── DifferenceFanout.md │ │ ├── EncodeAsString.md │ │ ├── MarginPercentage.md │ │ └── MergeMaxDicts.md │ ├── Scope.md │ ├── SequenceTypes.md │ ├── Variables_and_Assignment.md │ └── attachments │ │ └── Mem_Consumption_Generator.png ├── Module3_IntroducingNumpy │ ├── AccessingDataAlongMultipleDimensions.md │ ├── AdvancedIndexing.md │ ├── ArrayTraversal.md │ ├── AutoDiff.md │ ├── BasicArrayAttributes.md │ ├── BasicIndexing.md │ ├── Broadcasting.md │ ├── FunctionsForCreatingNumpyArrays.md │ ├── IntroducingTheNDarray.md │ ├── Problems │ │ ├── Approximating_pi.ipynb │ │ ├── ComputeAccuracy.md │ │ └── attachments │ │ │ └── circle_square_small.png │ └── VectorizedOperations.md ├── Module4_OOP │ ├── Applications_of_OOP.md │ ├── Brief_Review.md │ ├── ClassDefinition.md │ ├── ClassInstances.md │ ├── Inheritance.md │ ├── Introduction_to_OOP.md │ ├── Methods.md │ └── Special_Methods.md ├── Module5_OddsAndEnds │ ├── Matplotlib.ipynb │ ├── Modules_and_Packages.md │ ├── WorkingWithFiles.md │ ├── Writing_Good_Code.md │ └── pics │ │ └── pycharm1.png ├── _static │ ├── gtag.js │ └── my_theme.css ├── changes.rst ├── conf.py ├── index.rst ├── intro.rst ├── make.bat ├── module_1.rst ├── module_2.rst ├── module_2_problems.rst ├── module_3.rst ├── module_3_problems.rst ├── module_4.rst └── module_5.rst ├── README.md ├── docs ├── .buildinfo ├── .doctrees │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.doctree │ │ ├── Getting_Started_With_IDEs_and_Notebooks.doctree │ │ ├── Informal_Intro_Python.doctree │ │ ├── Installing_Python.doctree │ │ ├── Jupyter_Notebooks.doctree │ │ └── SiteFormatting.doctree │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.doctree │ │ ├── ConditionalStatements.doctree │ │ ├── DataStructures.doctree │ │ ├── DataStructures_III_Sets_and_More.doctree │ │ ├── DataStructures_II_Dictionaries.doctree │ │ ├── ForLoops.doctree │ │ ├── Functions.doctree │ │ ├── Generators_and_Comprehensions.doctree │ │ ├── Introduction.doctree │ │ ├── Iterables.doctree │ │ ├── Itertools.doctree │ │ ├── Problems │ │ │ ├── DifferenceFanout.doctree │ │ │ ├── EncodeAsString.doctree │ │ │ ├── MarginPercentage.doctree │ │ │ └── MergeMaxDicts.doctree │ │ ├── Scope.doctree │ │ ├── SequenceTypes.doctree │ │ └── Variables_and_Assignment.doctree │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.doctree │ │ ├── AdvancedIndexing.doctree │ │ ├── ArrayTraversal.doctree │ │ ├── AutoDiff.doctree │ │ ├── BasicArrayAttributes.doctree │ │ ├── BasicIndexing.doctree │ │ ├── Broadcasting.doctree │ │ ├── FunctionsForCreatingNumpyArrays.doctree │ │ ├── IntroducingTheNDarray.doctree │ │ ├── Problems │ │ │ ├── Approximating_pi.doctree │ │ │ └── ComputeAccuracy.doctree │ │ └── VectorizedOperations.doctree │ ├── Module4_OOP │ │ ├── Applications_of_OOP.doctree │ │ ├── Brief_Review.doctree │ │ ├── ClassDefinition.doctree │ │ ├── ClassInstances.doctree │ │ ├── Inheritance.doctree │ │ ├── Introduction_to_OOP.doctree │ │ ├── Methods.doctree │ │ └── Special_Methods.doctree │ ├── Module5_OddsAndEnds │ │ ├── Matplotlib.doctree │ │ ├── Modules_and_Packages.doctree │ │ ├── WorkingWithFiles.doctree │ │ └── Writing_Good_Code.doctree │ ├── changes.doctree │ ├── environment.pickle │ ├── index.doctree │ ├── intro.doctree │ ├── module_1.doctree │ ├── module_2.doctree │ ├── module_2_problems.doctree │ ├── module_3.doctree │ ├── module_3_problems.doctree │ ├── module_4.doctree │ ├── module_5.doctree │ └── nbsphinx │ │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.ipynb │ │ ├── Getting_Started_With_IDEs_and_Notebooks.ipynb │ │ ├── Informal_Intro_Python.ipynb │ │ ├── Installing_Python.ipynb │ │ ├── Jupyter_Notebooks.ipynb │ │ └── SiteFormatting.ipynb │ │ ├── Module1_GettingStartedWithPython_Jupyter_Notebooks_10_0.png │ │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.ipynb │ │ ├── ConditionalStatements.ipynb │ │ ├── DataStructures.ipynb │ │ ├── DataStructures_III_Sets_and_More.ipynb │ │ ├── DataStructures_II_Dictionaries.ipynb │ │ ├── ForLoops.ipynb │ │ ├── Functions.ipynb │ │ ├── Generators_and_Comprehensions.ipynb │ │ ├── Introduction.ipynb │ │ ├── Iterables.ipynb │ │ ├── Itertools.ipynb │ │ ├── Problems │ │ │ ├── DifferenceFanout.ipynb │ │ │ ├── EncodeAsString.ipynb │ │ │ ├── MarginPercentage.ipynb │ │ │ └── MergeMaxDicts.ipynb │ │ ├── Scope.ipynb │ │ ├── SequenceTypes.ipynb │ │ └── Variables_and_Assignment.ipynb │ │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.ipynb │ │ ├── AdvancedIndexing.ipynb │ │ ├── ArrayTraversal.ipynb │ │ ├── AutoDiff.ipynb │ │ ├── BasicArrayAttributes.ipynb │ │ ├── BasicIndexing.ipynb │ │ ├── Broadcasting.ipynb │ │ ├── FunctionsForCreatingNumpyArrays.ipynb │ │ ├── IntroducingTheNDarray.ipynb │ │ ├── Problems │ │ │ ├── Approximating_pi.ipynb │ │ │ └── ComputeAccuracy.ipynb │ │ └── VectorizedOperations.ipynb │ │ ├── Module3_IntroducingNumpy_AutoDiff_14_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_23_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_25_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_27_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_29_0.png │ │ ├── Module4_OOP │ │ ├── Applications_of_OOP.ipynb │ │ ├── Brief_Review.ipynb │ │ ├── ClassDefinition.ipynb │ │ ├── ClassInstances.ipynb │ │ ├── Inheritance.ipynb │ │ ├── Introduction_to_OOP.ipynb │ │ ├── Methods.ipynb │ │ └── Special_Methods.ipynb │ │ └── Module5_OddsAndEnds │ │ ├── Matplotlib.ipynb │ │ ├── Modules_and_Packages.ipynb │ │ ├── WorkingWithFiles.ipynb │ │ └── Writing_Good_Code.ipynb ├── .nojekyll ├── CNAME ├── Module1_GettingStartedWithPython │ ├── GettingStartedWithPython.html │ ├── GettingStartedWithPython.ipynb │ ├── Getting_Started_With_IDEs_and_Notebooks.html │ ├── Getting_Started_With_IDEs_and_Notebooks.ipynb │ ├── Informal_Intro_Python.html │ ├── Informal_Intro_Python.ipynb │ ├── Installing_Python.html │ ├── Installing_Python.ipynb │ ├── Jupyter_Notebooks.html │ ├── Jupyter_Notebooks.ipynb │ ├── SiteFormatting.html │ └── SiteFormatting.ipynb ├── Module2_EssentialsOfPython │ ├── Basic_Objects.html │ ├── Basic_Objects.ipynb │ ├── ConditionalStatements.html │ ├── ConditionalStatements.ipynb │ ├── DataStructures.html │ ├── DataStructures.ipynb │ ├── DataStructures_III_Sets_and_More.html │ ├── DataStructures_III_Sets_and_More.ipynb │ ├── DataStructures_II_Dictionaries.html │ ├── DataStructures_II_Dictionaries.ipynb │ ├── ForLoops.html │ ├── ForLoops.ipynb │ ├── Functions.html │ ├── Functions.ipynb │ ├── Generators_and_Comprehensions.html │ ├── Generators_and_Comprehensions.ipynb │ ├── Introduction.html │ ├── Introduction.ipynb │ ├── Iterables.html │ ├── Iterables.ipynb │ ├── Itertools.html │ ├── Itertools.ipynb │ ├── Problems │ │ ├── DifferenceFanout.html │ │ ├── DifferenceFanout.ipynb │ │ ├── EncodeAsString.html │ │ ├── EncodeAsString.ipynb │ │ ├── MarginPercentage.html │ │ ├── MarginPercentage.ipynb │ │ ├── MergeMaxDicts.html │ │ └── MergeMaxDicts.ipynb │ ├── Scope.html │ ├── Scope.ipynb │ ├── SequenceTypes.html │ ├── SequenceTypes.ipynb │ ├── Variables_and_Assignment.html │ └── Variables_and_Assignment.ipynb ├── Module3_IntroducingNumpy │ ├── AccessingDataAlongMultipleDimensions.html │ ├── AccessingDataAlongMultipleDimensions.ipynb │ ├── AdvancedIndexing.html │ ├── AdvancedIndexing.ipynb │ ├── ArrayTraversal.html │ ├── ArrayTraversal.ipynb │ ├── AutoDiff.html │ ├── AutoDiff.ipynb │ ├── BasicArrayAttributes.html │ ├── BasicArrayAttributes.ipynb │ ├── BasicIndexing.html │ ├── BasicIndexing.ipynb │ ├── Broadcasting.html │ ├── Broadcasting.ipynb │ ├── FunctionsForCreatingNumpyArrays.html │ ├── FunctionsForCreatingNumpyArrays.ipynb │ ├── IntroducingTheNDarray.html │ ├── IntroducingTheNDarray.ipynb │ ├── Problems │ │ ├── Approximating_pi.html │ │ ├── Approximating_pi.ipynb │ │ ├── ComputeAccuracy.html │ │ └── ComputeAccuracy.ipynb │ ├── VectorizedOperations.html │ └── VectorizedOperations.ipynb ├── Module4_OOP │ ├── Applications_of_OOP.html │ ├── Applications_of_OOP.ipynb │ ├── Brief_Review.html │ ├── Brief_Review.ipynb │ ├── ClassDefinition.html │ ├── ClassDefinition.ipynb │ ├── ClassInstances.html │ ├── ClassInstances.ipynb │ ├── Inheritance.html │ ├── Inheritance.ipynb │ ├── Introduction_to_OOP.html │ ├── Introduction_to_OOP.ipynb │ ├── Methods.html │ ├── Methods.ipynb │ ├── Special_Methods.html │ └── Special_Methods.ipynb ├── Module5_OddsAndEnds │ ├── Matplotlib.html │ ├── Matplotlib.ipynb │ ├── Modules_and_Packages.html │ ├── Modules_and_Packages.ipynb │ ├── WorkingWithFiles.html │ ├── WorkingWithFiles.ipynb │ ├── Writing_Good_Code.html │ └── Writing_Good_Code.ipynb ├── _images │ ├── Mem_Consumption_Generator.png │ ├── Module1_GettingStartedWithPython_Jupyter_Notebooks_10_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_14_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_23_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_25_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_27_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_29_0.png │ ├── circle_square_small.png │ ├── ipython_0.PNG │ ├── ipython_doc1.PNG │ ├── ipython_math.PNG │ ├── ipython_string.PNG │ ├── jp_docstring.PNG │ ├── jp_dropdown.PNG │ ├── jp_files.PNG │ ├── jupyter_early.png │ ├── jupyter_login.PNG │ └── pycharm1.png ├── _sources │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.md.txt │ │ ├── Getting_Started_With_IDEs_and_Notebooks.md.txt │ │ ├── Informal_Intro_Python.md.txt │ │ ├── Installing_Python.md.txt │ │ ├── Jupyter_Notebooks.md.txt │ │ └── SiteFormatting.md.txt │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.md.txt │ │ ├── ConditionalStatements.md.txt │ │ ├── DataStructures.md.txt │ │ ├── DataStructures_III_Sets_and_More.md.txt │ │ ├── DataStructures_II_Dictionaries.md.txt │ │ ├── ForLoops.md.txt │ │ ├── Functions.md.txt │ │ ├── Generators_and_Comprehensions.md.txt │ │ ├── Introduction.md.txt │ │ ├── Iterables.md.txt │ │ ├── Itertools.md.txt │ │ ├── Problems │ │ │ ├── DifferenceFanout.md.txt │ │ │ ├── EncodeAsString.md.txt │ │ │ ├── MarginPercentage.md.txt │ │ │ └── MergeMaxDicts.md.txt │ │ ├── Scope.md.txt │ │ ├── SequenceTypes.md.txt │ │ └── Variables_and_Assignment.md.txt │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.md.txt │ │ ├── AdvancedIndexing.md.txt │ │ ├── ArrayTraversal.md.txt │ │ ├── AutoDiff.md.txt │ │ ├── BasicArrayAttributes.md.txt │ │ ├── BasicIndexing.md.txt │ │ ├── Broadcasting.md.txt │ │ ├── FunctionsForCreatingNumpyArrays.md.txt │ │ ├── IntroducingTheNDarray.md.txt │ │ ├── Problems │ │ │ ├── Approximating_pi.ipynb.txt │ │ │ └── ComputeAccuracy.md.txt │ │ └── VectorizedOperations.md.txt │ ├── Module4_OOP │ │ ├── Applications_of_OOP.md.txt │ │ ├── Brief_Review.md.txt │ │ ├── ClassDefinition.md.txt │ │ ├── ClassInstances.md.txt │ │ ├── Inheritance.md.txt │ │ ├── Introduction_to_OOP.md.txt │ │ ├── Methods.md.txt │ │ └── Special_Methods.md.txt │ ├── Module5_OddsAndEnds │ │ ├── Matplotlib.ipynb.txt │ │ ├── Modules_and_Packages.md.txt │ │ ├── WorkingWithFiles.md.txt │ │ └── Writing_Good_Code.md.txt │ ├── changes.rst.txt │ ├── index.rst.txt │ ├── intro.rst.txt │ ├── module_1.rst.txt │ ├── module_2.rst.txt │ ├── module_2_problems.rst.txt │ ├── module_3.rst.txt │ ├── module_3_problems.rst.txt │ ├── module_4.rst.txt │ └── module_5.rst.txt ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── gtag.js │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── my_theme.css │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.13.1.js │ └── underscore.js ├── changes.html ├── genindex.html ├── index.html ├── intro.html ├── module_1.html ├── module_2.html ├── module_2_problems.html ├── module_3.html ├── module_3_problems.html ├── module_4.html ├── module_5.html ├── objects.inv ├── search.html └── searchindex.js ├── docs_backup ├── .buildinfo ├── .doctrees │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.doctree │ │ ├── Getting_Started_With_IDEs_and_Notebooks.doctree │ │ ├── Informal_Intro_Python.doctree │ │ ├── Installing_Python.doctree │ │ ├── Jupyter_Notebooks.doctree │ │ └── SiteFormatting.doctree │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.doctree │ │ ├── ConditionalStatements.doctree │ │ ├── DataStructures.doctree │ │ ├── DataStructures_III_Sets_and_More.doctree │ │ ├── DataStructures_II_Dictionaries.doctree │ │ ├── ForLoops.doctree │ │ ├── Functions.doctree │ │ ├── Generators_and_Comprehensions.doctree │ │ ├── Introduction.doctree │ │ ├── Iterables.doctree │ │ ├── Itertools.doctree │ │ ├── Problems │ │ │ ├── DifferenceFanout.doctree │ │ │ ├── EncodeAsString.doctree │ │ │ ├── MarginPercentage.doctree │ │ │ ├── MergeMaxDicts.doctree │ │ │ └── Palindrome.doctree │ │ ├── Scope.doctree │ │ ├── SequenceTypes.doctree │ │ └── Variables_and_Assignment.doctree │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.doctree │ │ ├── AdvancedIndexing.doctree │ │ ├── ArrayTraversal.doctree │ │ ├── AutoDiff.doctree │ │ ├── BasicArrayAttributes.doctree │ │ ├── BasicIndexing.doctree │ │ ├── Broadcasting.doctree │ │ ├── FunctionsForCreatingNumpyArrays.doctree │ │ ├── IntroducingTheNDarray.doctree │ │ ├── Problems │ │ │ ├── Approximating_pi.doctree │ │ │ └── ComputeAccuracy.doctree │ │ └── VectorizedOperations.doctree │ ├── Module4_OOP │ │ ├── Applications_of_OOP.doctree │ │ ├── Brief_Review.doctree │ │ ├── ClassDefinition.doctree │ │ ├── ClassInstances.doctree │ │ ├── Inheritance.doctree │ │ ├── Introduction_to_OOP.doctree │ │ ├── Methods.doctree │ │ └── Special_Methods.doctree │ ├── Module5_OddsAndEnds │ │ ├── Matplotlib.doctree │ │ ├── Modules_and_Packages.doctree │ │ ├── WorkingWithFiles.doctree │ │ └── Writing_Good_Code.doctree │ ├── changes.doctree │ ├── environment.pickle │ ├── index.doctree │ ├── intro.doctree │ ├── module_1.doctree │ ├── module_2.doctree │ ├── module_2_problems.doctree │ ├── module_3.doctree │ ├── module_3_problems.doctree │ ├── module_4.doctree │ ├── module_5.doctree │ └── nbsphinx │ │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.ipynb │ │ ├── Getting_Started_With_IDEs_and_Notebooks.ipynb │ │ ├── Informal_Intro_Python.ipynb │ │ ├── Installing_Python.ipynb │ │ ├── Jupyter_Notebooks.ipynb │ │ └── SiteFormatting.ipynb │ │ ├── Module1_GettingStartedWithPython_Jupyter_Notebooks_10_0.png │ │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.ipynb │ │ ├── ConditionalStatements.ipynb │ │ ├── DataStructures.ipynb │ │ ├── DataStructures_III_Sets_and_More.ipynb │ │ ├── DataStructures_II_Dictionaries.ipynb │ │ ├── ForLoops.ipynb │ │ ├── Functions.ipynb │ │ ├── Generators_and_Comprehensions.ipynb │ │ ├── Introduction.ipynb │ │ ├── Iterables.ipynb │ │ ├── Itertools.ipynb │ │ ├── Problems │ │ │ ├── DifferenceFanout.ipynb │ │ │ ├── EncodeAsString.ipynb │ │ │ ├── MarginPercentage.ipynb │ │ │ ├── MergeMaxDicts.ipynb │ │ │ └── Palindrome.ipynb │ │ ├── Scope.ipynb │ │ ├── SequenceTypes.ipynb │ │ └── Variables_and_Assignment.ipynb │ │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.ipynb │ │ ├── AdvancedIndexing.ipynb │ │ ├── ArrayTraversal.ipynb │ │ ├── AutoDiff.ipynb │ │ ├── BasicArrayAttributes.ipynb │ │ ├── BasicIndexing.ipynb │ │ ├── Broadcasting.ipynb │ │ ├── FunctionsForCreatingNumpyArrays.ipynb │ │ ├── IntroducingTheNDarray.ipynb │ │ ├── Problems │ │ │ ├── Approximating_pi.ipynb │ │ │ └── ComputeAccuracy.ipynb │ │ └── VectorizedOperations.ipynb │ │ ├── Module3_IntroducingNumpy_AutoDiff_14_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_23_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_25_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_27_0.png │ │ ├── Module3_IntroducingNumpy_AutoDiff_29_0.png │ │ ├── Module4_OOP │ │ ├── Applications_of_OOP.ipynb │ │ ├── Brief_Review.ipynb │ │ ├── ClassDefinition.ipynb │ │ ├── ClassInstances.ipynb │ │ ├── Inheritance.ipynb │ │ ├── Introduction_to_OOP.ipynb │ │ ├── Methods.ipynb │ │ └── Special_Methods.ipynb │ │ └── Module5_OddsAndEnds │ │ ├── Matplotlib.ipynb │ │ ├── Modules_and_Packages.ipynb │ │ ├── WorkingWithFiles.ipynb │ │ └── Writing_Good_Code.ipynb ├── .nojekyll ├── CNAME ├── Module1_GettingStartedWithPython │ ├── GettingStartedWithPython.html │ ├── GettingStartedWithPython.ipynb │ ├── Getting_Started_With_IDEs_and_Notebooks.html │ ├── Getting_Started_With_IDEs_and_Notebooks.ipynb │ ├── Informal_Intro_Python.html │ ├── Informal_Intro_Python.ipynb │ ├── Installing_Python.html │ ├── Installing_Python.ipynb │ ├── Jupyter_Notebooks.html │ ├── Jupyter_Notebooks.ipynb │ ├── SiteFormatting.html │ └── SiteFormatting.ipynb ├── Module2_EssentialsOfPython │ ├── Basic_Objects.html │ ├── Basic_Objects.ipynb │ ├── ConditionalStatements.html │ ├── ConditionalStatements.ipynb │ ├── DataStructures.html │ ├── DataStructures.ipynb │ ├── DataStructures_III_Sets_and_More.html │ ├── DataStructures_III_Sets_and_More.ipynb │ ├── DataStructures_II_Dictionaries.html │ ├── DataStructures_II_Dictionaries.ipynb │ ├── ForLoops.html │ ├── ForLoops.ipynb │ ├── Functions.html │ ├── Functions.ipynb │ ├── Generators_and_Comprehensions.html │ ├── Generators_and_Comprehensions.ipynb │ ├── Introduction.html │ ├── Introduction.ipynb │ ├── Iterables.html │ ├── Iterables.ipynb │ ├── Itertools.html │ ├── Itertools.ipynb │ ├── Problems │ │ ├── DifferenceFanout.html │ │ ├── DifferenceFanout.ipynb │ │ ├── EncodeAsString.html │ │ ├── EncodeAsString.ipynb │ │ ├── MarginPercentage.html │ │ ├── MarginPercentage.ipynb │ │ ├── MergeMaxDicts.html │ │ ├── MergeMaxDicts.ipynb │ │ ├── Palindrome.html │ │ └── Palindrome.ipynb │ ├── Scope.html │ ├── Scope.ipynb │ ├── SequenceTypes.html │ ├── SequenceTypes.ipynb │ ├── Variables_and_Assignment.html │ └── Variables_and_Assignment.ipynb ├── Module3_IntroducingNumpy │ ├── AccessingDataAlongMultipleDimensions.html │ ├── AccessingDataAlongMultipleDimensions.ipynb │ ├── AdvancedIndexing.html │ ├── AdvancedIndexing.ipynb │ ├── ArrayTraversal.html │ ├── ArrayTraversal.ipynb │ ├── AutoDiff.html │ ├── AutoDiff.ipynb │ ├── BasicArrayAttributes.html │ ├── BasicArrayAttributes.ipynb │ ├── BasicIndexing.html │ ├── BasicIndexing.ipynb │ ├── Broadcasting.html │ ├── Broadcasting.ipynb │ ├── FunctionsForCreatingNumpyArrays.html │ ├── FunctionsForCreatingNumpyArrays.ipynb │ ├── IntroducingTheNDarray.html │ ├── IntroducingTheNDarray.ipynb │ ├── Problems │ │ ├── Approximating_pi.html │ │ ├── Approximating_pi.ipynb │ │ ├── ComputeAccuracy.html │ │ └── ComputeAccuracy.ipynb │ ├── VectorizedOperations.html │ └── VectorizedOperations.ipynb ├── Module4_OOP │ ├── Applications_of_OOP.html │ ├── Applications_of_OOP.ipynb │ ├── Brief_Review.html │ ├── Brief_Review.ipynb │ ├── ClassDefinition.html │ ├── ClassDefinition.ipynb │ ├── ClassInstances.html │ ├── ClassInstances.ipynb │ ├── Inheritance.html │ ├── Inheritance.ipynb │ ├── Introduction_to_OOP.html │ ├── Introduction_to_OOP.ipynb │ ├── Methods.html │ ├── Methods.ipynb │ ├── Special_Methods.html │ └── Special_Methods.ipynb ├── Module5_OddsAndEnds │ ├── Matplotlib.html │ ├── Matplotlib.ipynb │ ├── Modules_and_Packages.html │ ├── Modules_and_Packages.ipynb │ ├── WorkingWithFiles.html │ ├── WorkingWithFiles.ipynb │ ├── Writing_Good_Code.html │ └── Writing_Good_Code.ipynb ├── _images │ ├── Mem_Consumption_Generator.png │ ├── Module1_GettingStartedWithPython_Jupyter_Notebooks_10_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_14_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_23_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_25_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_27_0.png │ ├── Module3_IntroducingNumpy_AutoDiff_29_0.png │ ├── circle_square_small.png │ ├── ipython_0.PNG │ ├── ipython_doc1.PNG │ ├── ipython_math.PNG │ ├── ipython_string.PNG │ ├── jp_docstring.PNG │ ├── jp_dropdown.PNG │ ├── jp_files.PNG │ ├── jupyter_early.png │ ├── jupyter_login.PNG │ └── pycharm1.png ├── _sources │ ├── Module1_GettingStartedWithPython │ │ ├── GettingStartedWithPython.md.txt │ │ ├── Getting_Started_With_IDEs_and_Notebooks.md.txt │ │ ├── Informal_Intro_Python.md.txt │ │ ├── Installing_Python.md.txt │ │ ├── Jupyter_Notebooks.md.txt │ │ └── SiteFormatting.md.txt │ ├── Module2_EssentialsOfPython │ │ ├── Basic_Objects.md.txt │ │ ├── ConditionalStatements.md.txt │ │ ├── DataStructures.md.txt │ │ ├── DataStructures_III_Sets_and_More.md.txt │ │ ├── DataStructures_II_Dictionaries.md.txt │ │ ├── ForLoops.md.txt │ │ ├── Functions.md.txt │ │ ├── Generators_and_Comprehensions.md.txt │ │ ├── Introduction.md.txt │ │ ├── Iterables.md.txt │ │ ├── Itertools.md.txt │ │ ├── Problems │ │ │ ├── DifferenceFanout.md.txt │ │ │ ├── EncodeAsString.md.txt │ │ │ ├── MarginPercentage.md.txt │ │ │ ├── MergeMaxDicts.md.txt │ │ │ └── Palindrome.md.txt │ │ ├── Scope.md.txt │ │ ├── SequenceTypes.md.txt │ │ └── Variables_and_Assignment.md.txt │ ├── Module3_IntroducingNumpy │ │ ├── AccessingDataAlongMultipleDimensions.md.txt │ │ ├── AdvancedIndexing.md.txt │ │ ├── ArrayTraversal.md.txt │ │ ├── AutoDiff.md.txt │ │ ├── BasicArrayAttributes.md.txt │ │ ├── BasicIndexing.md.txt │ │ ├── Broadcasting.md.txt │ │ ├── FunctionsForCreatingNumpyArrays.md.txt │ │ ├── IntroducingTheNDarray.md.txt │ │ ├── Problems │ │ │ ├── Approximating_pi.ipynb.txt │ │ │ └── ComputeAccuracy.md.txt │ │ └── VectorizedOperations.md.txt │ ├── Module4_OOP │ │ ├── Applications_of_OOP.md.txt │ │ ├── Brief_Review.md.txt │ │ ├── ClassDefinition.md.txt │ │ ├── ClassInstances.md.txt │ │ ├── Inheritance.md.txt │ │ ├── Introduction_to_OOP.md.txt │ │ ├── Methods.md.txt │ │ └── Special_Methods.md.txt │ ├── Module5_OddsAndEnds │ │ ├── Matplotlib.ipynb.txt │ │ ├── Modules_and_Packages.md.txt │ │ ├── WorkingWithFiles.md.txt │ │ └── Writing_Good_Code.md.txt │ ├── changes.rst.txt │ ├── index.rst.txt │ ├── intro.rst.txt │ ├── module_1.rst.txt │ ├── module_2.rst.txt │ ├── module_2_problems.rst.txt │ ├── module_3.rst.txt │ ├── module_3_problems.rst.txt │ ├── module_4.rst.txt │ └── module_5.rst.txt ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── gtag.js │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── my_theme.css │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.13.1.js │ └── underscore.js ├── changes.html ├── genindex.html ├── index.html ├── intro.html ├── module_1.html ├── module_2.html ├── module_2_problems.html ├── module_3.html ├── module_3_problems.html ├── module_4.html ├── module_5.html ├── objects.inv ├── search.html └── searchindex.js ├── plymi.yml ├── 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