├── .gitignore ├── Python ├── 00. Before You Start │ ├── 01 Introduction.ipynb │ ├── 02 How Long Does It Take to Learn Python?.ipynb │ ├── 03 Zen of Python.ipynb │ ├── 04 How to Ask.ipynb │ ├── 05 Setup.ipynb │ ├── 06 Pip vs Conda.ipynb │ ├── 07 Conda.ipynb │ ├── 08 FAQ.ipynb │ └── images │ │ ├── conda │ │ ├── conda-channels.jpeg │ │ ├── environments.jpeg │ │ └── version_priority.jpeg │ │ ├── how-long-does-it-take-to-learn-python? │ │ ├── dunning-kruger-effect.jpeg │ │ ├── expertise_spectrum-2.faf28f6fecf9.png │ │ └── four-stages.d678c620edb0.png │ │ ├── how-to-ask-questions │ │ ├── right.png │ │ └── wrong.png │ │ └── setup │ │ ├── conda-not-recognized.jpeg │ │ ├── conda.png │ │ ├── jupyter-error.png │ │ └── linux-mac-windows.png ├── 01. Basics │ ├── 01 Interacting with Python.ipynb │ ├── 02 Basic Data Types.ipynb │ ├── 03 Variables.ipynb │ ├── 04 Operators and Expressions.ipynb │ ├── 05 Strings.ipynb │ ├── 06 Lists and Tuples.ipynb │ ├── 07 Under the Hood, List.ipynb │ ├── 08 Dictionary.ipynb │ ├── 09 Sets.ipynb │ ├── 10 Under the Hood, Dictionary and Set.ipynb.ipynb │ ├── 11 Python Program Lexical Structure.ipynb │ ├── 12 Conditional Statements in Python.ipynb │ ├── 13 Python "while" Loops (Indefinite Iteration).ipynb │ ├── 14 Python "for" Loops (Definite Iteration).ipynb │ ├── 15 List Comprehension.ipynb │ ├── 16 Basic Input, Output, and String Formatting in Python.ipynb │ ├── 17 Newer Python String Format Techniques.ipynb │ ├── 18 Defining Your Own Python Function (Part 1).ipynb │ ├── 19 Defining Your Own Python Function (Part 2).ipynb │ ├── 20 Namespaces and Scope in Python.ipynb │ └── images │ │ ├── array.png │ │ ├── binary-graph.jpg │ │ ├── binary-list.jpg │ │ ├── break-continue.png │ │ ├── celebrate.png │ │ ├── closed_addressing.png │ │ ├── conda-not-found.png │ │ ├── dictionary.webp │ │ ├── doubly_linked_list.png │ │ ├── f-strings-fast.png │ │ ├── f-strings-speed.png │ │ ├── flat-v-container.png │ │ ├── flowchart-set-hash-add.png │ │ ├── for-loop.webp │ │ ├── format-2.webp │ │ ├── format.webp │ │ ├── func-arguments.webp │ │ ├── func.webp │ │ ├── global.webp │ │ ├── if-block-c.png │ │ ├── if-block.png │ │ ├── int-pointer-2.png │ │ ├── int-pointer-m-n.png │ │ ├── int-pointer.png │ │ ├── int-string-pointer.png │ │ ├── intersection.webp │ │ ├── legb.webp │ │ ├── line-wrap.webp │ │ ├── list-in-list.webp │ │ ├── list-negative-index.webp │ │ ├── list.webp │ │ ├── nonlocal.png │ │ ├── open_vs_closed_addressing.png │ │ ├── python-shell.png │ │ ├── singly_linked_list.png │ │ ├── string-indexing-negative.png │ │ ├── string-indexing.png │ │ ├── string-slicing-stride-2.PNG │ │ ├── string-slicing-stride.png │ │ ├── string-slicing.png │ │ ├── tuple-packing.webp │ │ ├── tuple-unpacking.webp │ │ ├── union.png │ │ ├── variable-passing-func-1.webp │ │ └── variable-passing-func-2.webp ├── 02. Object Oriented Programming │ ├── 01 Programming Paradigms.ipynb │ ├── 02 OOP Paradigm in Python.ipynb │ ├── 03 Inheritance.ipynb │ ├── 04 Type Hierarchy in Python.ipynb │ ├── 05 The object instantiation process in Python.ipynb │ ├── 06 Composition.ipynb │ ├── 07 Multiple Inheritance.ipynb │ ├── 08 Overriding.ipynb │ ├── 09 Data Types Methods.ipynb │ ├── 10. Reading and Writing Files.ipynb │ └── images │ │ ├── Inheritance Tree.svg │ │ ├── Initial_project.zip │ │ ├── Initial_project │ │ ├── railway.py │ │ └── test │ │ │ └── test_sample.py │ │ ├── buffer.gif │ │ ├── callable-sequence.svg │ │ ├── car-oop-2.png │ │ ├── car-oop.png │ │ ├── class-explosion.webp │ │ ├── color-shape-uml.svg │ │ ├── composition-uml (1).svg │ │ ├── composition-uml.svg │ │ ├── difference.webp │ │ ├── dog-class-oop.png │ │ ├── exception-tree.png │ │ ├── exception.svg │ │ ├── exceptions.svg │ │ ├── fileformat.webp │ │ ├── human-metaclass.svg │ │ ├── human-object-metaclass.svg │ │ ├── human-object.svg │ │ ├── inheritance-composition.svg │ │ ├── inheritance-tree.png │ │ ├── inheritance-tree.svg │ │ ├── inheritance-types.png │ │ ├── inheritance-types.svg │ │ ├── inheritance-uml.svg │ │ ├── intersection.webp │ │ ├── multi-diff.webp │ │ ├── multiple-inheritance.svg │ │ ├── object-oop.png │ │ ├── python.png │ │ ├── rectangle-square-cube.svg │ │ ├── rectangle-square.svg │ │ ├── shape-rectangle-circle.svg │ │ ├── shape-rectangle-square-circle.svg │ │ ├── shape-rectangle-square.svg │ │ ├── shape-rectangle.png │ │ ├── shape-rectangle.svg │ │ ├── square-triangle-pyramid.svg │ │ ├── supercharge-your-classes-with-python-super() │ │ └── multiple_inheritance.22fc2c1ac608.png │ │ ├── sym-diff.webp │ │ ├── typewriter.gif │ │ └── union.png ├── 03. Modular Programming │ ├── 01 Pitfalls of Jupyter Notebooks.ipynb │ ├── 02 Transition to Modular Programming.ipynb │ ├── 03 Python Modules.ipynb │ ├── 04 Python Packages.ipynb │ ├── 05 Project, Wordle.ipynb │ ├── 06 Project, Word Cloud.ipynb │ ├── 07 Project, Search.ipynb │ ├── data │ │ ├── documents │ │ │ ├── hadis_najafi.txt │ │ │ ├── kian_pirfalak.txt │ │ │ ├── mahsa_amini.txt │ │ │ ├── mohsen_shekari.txt │ │ │ └── nika_shakarami.txt │ │ ├── movies.txt │ │ ├── stop_words.txt │ │ └── words_frequency.txt │ ├── fact.py │ ├── foo.py │ ├── images │ │ ├── absolute-vs-relative-imports-in-python │ │ │ ├── after_sort_import.png │ │ │ └── before_sort_import.png │ │ ├── editor-popularity.png │ │ ├── package_4.svg │ │ ├── package_init.svg │ │ ├── pkg.svg │ │ ├── python-import:-advanced-techniques-and-tips │ │ │ ├── imports-colab-pip_importer.9d9fd1760f1b.png │ │ │ ├── imports-colorama.c97ed952fe16.png │ │ │ ├── imports-countdown1.c1396d759b30.gif │ │ │ ├── imports-countdown2.300d48e9231d.gif │ │ │ ├── imports-cyclical.4ab1975c7073.png │ │ │ ├── imports-hello-gui.305aa8c61d9e.png │ │ │ └── imports-population.fa041527204c.png │ │ ├── python-modules-and-packages-–-an-introduction │ │ │ ├── pkg1.9af1c7aea48f.png │ │ │ ├── pkg2.dab97c2f9c58.png │ │ │ ├── pkg3.d2160908ae77.png │ │ │ └── pkg4.a830d6e144bf.png │ │ └── sub_pkg.svg │ ├── mod.py │ ├── mod2.py │ ├── mod3.py │ ├── mod4.py │ └── tmp │ │ ├── 03--- Modular Programming, Modules.ipynb │ │ ├── 04 Modular Programming, Packages.ipynb │ │ ├── 05 Absolute vs Relative Imports in Python.ipynb │ │ ├── 06 Defining Main Functions in Python.ipynb │ │ ├── 07 How to Run Your Python Scripts.ipynb │ │ └── Python import: Advanced Techniques and Tips.ipynb ├── 04. Advanced │ ├── 01. The Meaning of Underscore (_).ipynb │ ├── 02. Error Handling.ipynb │ ├── 03.1 Decorators.ipynb │ ├── 03.2 Fancy Decorators.ipynb │ ├── 03.3 Decorating Classes.ipynb │ ├── 04.1 Iterators.ipynb │ ├── 04.2 Generators.ipynb │ ├── 04.3 Itertools.ipynb │ ├── 05.1 Descriptors.ipynb │ ├── 05.2 Python's property.ipynb │ ├── 06. with Context Manager.ipynb │ ├── 07.1 Speed Up Your Python Program With Concurrency.ipynb │ ├── 07.2 An Intro to Threading in Python.ipynb │ ├── 07.3 What Is the Python Global Interpreter Lock (GIL)?.ipynb │ ├── 07.4 Async IO in Python, A Complete Walkthrough.ipynb │ ├── 07.5 Multiprocessing in Python.ipynb │ ├── 08.1 Getting Started With Testing in Python.ipynb │ ├── 08.2 Effective Python Testing With Pytest.ipynb │ ├── 09. Python Type Checking (Guide).ipynb │ ├── 10.1 Data Transfer Objects in Python Overview.ipynb │ ├── 10.2 Data Classes.ipynb │ ├── images │ │ ├── an-intro-to-threading-in-python │ │ │ ├── intro-threading-shared-database.267a5d8c6aa1.png │ │ │ ├── intro-threading-single-thread.6a11288bc199.png │ │ │ ├── intro-threading-two-threads-part1.c1c0e65a8481.png │ │ │ ├── intro-threading-two-threads-part2.df42d4fbfe21.png │ │ │ └── intro-threading-two-threads-part3.18576920f88f.png │ │ ├── async-io-in-python:-a-complete-walkthrough │ │ │ ├── Screen_Shot_2018-10-17_at_3.18.44_PM.c02792872031.jpg │ │ │ └── asyncio-rand.dffdd83b4256.gif │ │ ├── data-classes-in-python-3.7+-(guide) │ │ │ └── haversine_formula_150.fb2b87d122a4.png │ │ ├── getting-started-with-testing-in-python │ │ │ ├── YXhT6fA.d277d5317026.gif │ │ │ ├── py_run_test_folder.b0e61b478c81.png │ │ │ ├── pytest-bench-screen.6d83bffe8e21.png │ │ │ ├── vscode-test-capture.dfefa1d20789.PNG │ │ │ └── vscode-test-results.951be75c3d3b.PNG │ │ ├── python-type-checking-(guide) │ │ │ └── pycharm_type_error.76a49b9d4ff1.png │ │ └── speed-up-your-python-program-with-concurrency │ │ │ ├── Asyncio.31182d3731cf.png │ │ │ ├── CPUBound.d2d32cb2626c.png │ │ │ ├── CPUMP.69c1a7fad9c4.png │ │ │ ├── IOBound.4810a888b457.png │ │ │ ├── MProc.7cf3be371bbc.png │ │ │ └── Threading.3eef48da829e.png │ └── linters.ipynb ├── 05. Modules │ ├── 01.1 Serialization (json).ipynb │ ├── 01.2 Serialization (pickle).ipynb │ ├── 01.3 Serialization (yaml).ipynb │ ├── 02. collections.ipynb │ ├── 03. pathlib, Taming the File System.ipynb │ ├── 04.1 datetime.ipynb │ ├── 04.2 time.ipynb │ ├── 05. csv.ipynb │ ├── 06. openpyxl.ipynb │ ├── 07. Build Command Line Interfaces with argparse.ipynb │ └── Regular Expressions: Regexes in Python (Part 1).ipynb ├── 06. Nice to Know │ ├── Cool New Features in Python 3.8.ipynb │ └── images │ │ └── cool-new-features-in-python-3.8 │ │ └── steering_council.1aae31a91dad.jpg ├── 07. Python Tricks │ └── Jupyter Notebook Magic Commands.ipynb ├── XX. Practice Sesions │ ├── XX. Practice Sessions-Solutions │ │ ├── 01. Data Types + Functions + IO.ipynb │ │ ├── 02. Data Types + Functions + IO (with Solutions).ipynb │ │ ├── 02. Search Engine (With Solutions).ipynb │ │ ├── 03. OOP (With Solutions).ipynb │ │ ├── 04. OOP + Modularization.ipynb │ │ ├── 05. Review.ipynb │ │ └── geo.py │ └── XX. Practice Sessions │ │ ├── 01 Data Types + Functions + IO.ipynb │ │ ├── 02 OOP.ipynb │ │ ├── 03 OOP + Modularization.ipynb │ │ ├── 04 Review.ipynb │ │ └── solution.ipynb ├── files │ ├── decoded.txt │ ├── encoded.txt │ ├── image.png │ ├── myfile.txt │ ├── pkg │ │ ├── __init__.py │ │ ├── mod1.py │ │ ├── mod2.py │ │ ├── sub_pkg │ │ │ ├── mod1.py │ │ │ ├── mod2.py │ │ │ └── mod3.py │ │ ├── sub_pkg_1 │ │ │ ├── mod1.py │ │ │ ├── mod3.py │ │ │ └── mod4.py │ │ └── sub_pkg_2 │ │ │ └── mod5.py │ ├── pkg_1 │ │ ├── mod1.py │ │ └── mod2.py │ └── pkg_2 │ │ ├── __init__.py │ │ ├── mod1.py │ │ └── mod2.py └── images │ ├── car_instance.png │ ├── cpubound.png │ ├── exception-class-hierarchy.png │ ├── init.png │ ├── iobound.png │ ├── jupyter-error.png │ ├── jupyterlab.png │ ├── multi-paradigmatic.png │ ├── myfile.txt │ ├── notebook.png │ ├── oop-inheritance-types.png │ ├── package.png │ ├── paradigms.png │ ├── shape-all.png │ ├── shape-rec-square.png │ ├── shape-rectangle.png │ ├── sql-imperative-declarative.png │ ├── sub_pkg.png │ ├── the-anatomy-of-PosixPath.jfif │ ├── try-else.png │ ├── try-except.png │ ├── try-finally.png │ ├── xl-append.png │ └── xl.png ├── README.md └── images ├── banners ├── python-advanced.png ├── python-basics.png ├── python-before-start.png ├── python-modular.png ├── python-modules.png ├── python-oop.png ├── python-pandas.png └── python-practice.png ├── logo.png ├── logos ├── book.png ├── checkmark.png ├── checkmark_white.png ├── light.png ├── python.png ├── toc.png ├── web.png └── youtube.png ├── memes ├── functions.jpg ├── jobs.jpg └── memory.jpg └── python-logo.jpeg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pytopia/Python-2022/HEAD/.gitignore -------------------------------------------------------------------------------- /Python/00. 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