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Back to jackzhenguo/python-small-examples

Open-source alternatives to Python Small Examples

30 open-source projects similar to jackzhenguo/python-small-examples, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best Python Small Examples alternative.

  • realpython/materialsAvatar von realpython

    realpython/materials

    5,173Auf GitHub ansehen↗

    This project is a comprehensive collection of Python programming education materials, including tutorials, exercises, and curated code samples. It serves as a learning curriculum and software engineering toolkit, utilizing Jupyter Notebooks to combine executable code with descriptive educational text. The repository provides practical implementation guides for building large language model applications, such as retrieval-augmented generation systems, stateful AI agents, and machine learning workflows. It distinguishes itself by offering a structured approach to agentic coding workflows, cover

    Jupyter Notebook
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  • iamseancheney/python_for_data_analysis_2nd_chinese_versionAvatar von iamseancheney

    iamseancheney/python_for_data_analysis_2nd_chinese_version

    8,937Auf GitHub ansehen↗

    This project is an educational resource and a collection of instructional materials for performing data manipulation and statistical analysis using Python. It provides a comprehensive set of guides and code examples for using the Pandas, NumPy, and Matplotlib libraries to analyze structured data. The resource includes a dedicated guide for reshaping, cleaning, and aggregating tabular data and time series via Pandas, alongside a reference for high-performance vectorized operations and linear algebra using NumPy. It also features tutorials for creating publication-quality charts, distribution p

    matplotlibnumpypandas
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  • fluentpython/example-codeAvatar von fluentpython

    fluentpython/example-code

    5,569Auf GitHub ansehen↗

    This project is a collection of practical scripts and reference guides that demonstrate advanced Python language features and idioms. It provides code implementations for mastering concepts such as concurrency, metaprogramming, and data structure design. The repository includes examples of the Python object model, covering custom attribute access, descriptor protocols, and special method overrides. It also features implementations of design patterns that utilize first-class functions and decorators to reduce object-oriented boilerplate. The codebase covers a broad range of capabilities, incl

    Python
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  • xianhu/learnpythonAvatar von xianhu

    xianhu/LearnPython

    8,484Auf GitHub ansehen↗

    LearnPython is a programming tutorial consisting of a collection of practical code examples used to demonstrate Python language features and programming patterns. It serves as a comprehensive learning resource that implements core language concepts through functional code. The project provides specialized guides and samples covering several key domains. These include asynchronous network programming with event loops and coroutines, data visualization using numerical datasets for 2D and 3D plots, and web scraping for fetching content and automating login flows. It also features instructions on

    Jupyter Notebooklearning-pythonpythonpython-flask
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  • krishnaik06/complete-python-bootcampAvatar von krishnaik06

    krishnaik06/Complete-Python-Bootcamp

    2,550Auf GitHub ansehen↗

    This is a comprehensive Python programming course and technical curriculum designed to take users from foundational syntax to advanced development patterns. It serves as a multi-disciplinary educational suite covering programming fundamentals, object-oriented design, and data analysis. The project provides specialized guides on professional development techniques, including the use of decorators, generators for memory management, and dunder-method operator overloading. It also includes instructional material on executing parallel tasks through concurrency and multiprocessing to reduce executi

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  • prodesire/python-guide-cnAvatar von Prodesire

    Prodesire/Python-Guide-CN

    4,432Auf GitHub ansehen↗

    Python-Guide-CN is a Chinese translation of a comprehensive guide to idiomatic Python programming and software development. It serves as a curated programming tutorial and ecosystem reference, providing a structured path for learning Python syntax, standard libraries, and professional coding patterns. The project distinguishes itself by offering detailed instructions for setting up development environments across Windows, macOS, and Linux. It specifically focuses on the selection of interpreters and the management of virtual environments to ensure a consistent workspace. The guide covers a b

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  • morvanzhou/tutorialsAvatar von MorvanZhou

    MorvanZhou/tutorials

    12,952Auf GitHub ansehen↗

    This repository is a comprehensive collection of instructional guides and practical examples for Python development, focusing on machine learning, data science, and web scraping. It provides implementations for neural networks, reinforcement learning algorithms, and deep learning architectures using PyTorch, alongside detailed manuals for scientific computing and data visualization. The project distinguishes itself by offering specialized tutorials on concurrent programming to optimize CPU performance and guides for setting up Linux development environments. It covers the implementation of ad

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  • fluentpython/example-code-2eAvatar von fluentpython

    fluentpython/example-code-2e

    3,952Auf GitHub ansehen↗

    This repository is a collection of practical code samples and an idiomatic programming guide for the Python language. It serves as a reference for implementing advanced language features, data structures, and professional coding standards. The project focuses on demonstrating object-oriented architectures and structural design patterns. It provides a set of source files that illustrate the use of advanced Python capabilities to create readable and efficient software designs. The implementation covers asynchronous and concurrent execution patterns, as well as idiomatic software design and pro

    Pythonconcurrencyiteratorsmetaprogramming
    Auf GitHub ansehen↗3,952
  • ericniebler/range-v3Avatar von ericniebler

    ericniebler/range-v3

    4,367Auf GitHub ansehen↗

    This is a C++ ranges library and extension to the Standard Template Library that provides a collection of composable algorithms and lazy views for processing data sequences. It functions as a lazy sequence processing framework and a template meta-programming library for manipulating type lists and performing compile-time type computations. The project enables functional programming patterns in C++ through the use of pipe syntax and partial application to create readable, left-to-right data transformation chains. It allows for the construction of lazy data pipelines that filter and transform e

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  • rdatatable/data.tableAvatar von Rdatatable

    Rdatatable/data.table

    3,894Auf GitHub ansehen↗

    This project is a high-performance tabular data processing framework for R, designed to handle massive datasets with memory efficiency and speed. It provides an enhanced data structure that utilizes reference semantics and in-place modification to perform complex transformations without the overhead of unnecessary object copying. The library distinguishes itself through its low-level architectural optimizations, including multi-threaded parallel processing, radix-based sorting, and memory-mapped file parsing. By offloading critical data manipulation and aggregation routines to compiled C code

    R
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  • hosseinmoein/dataframeAvatar von hosseinmoein

    hosseinmoein/DataFrame

    2,917Auf GitHub ansehen↗

    DataFrame is a C++ tabular data library and manipulation engine designed for managing heterogeneous data in contiguous memory. It functions as a statistical analysis framework and time series analysis toolkit, providing the means to store, index, and transform multidimensional datasets. The project distinguishes itself through a high-performance execution model that utilizes column-major storage, SIMD-aligned memory allocation, and a thread-pool for parallel computations. It employs a visitor-based algorithm dispatch system and policy-driven transformations to decouple data processing logic f

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  • nyandwi/machine_learning_completeAvatar von Nyandwi

    Nyandwi/machine_learning_complete

    4,983Auf GitHub ansehen↗

    This is an interactive notebook-based course that teaches machine learning from Python fundamentals through deep learning and natural language processing. It uses real datasets and multiple frameworks within a structured, hands-on curriculum that combines concise explanations with executable code cells, built-in datasets, and embedded exercise checkpoints. Learning progresses through data preparation and exploration, classical machine learning workflows, computer vision with convolutional neural networks, and natural language processing with deep learning, all delivered as a cohesive progressi

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  • michaelliao/learn-python3Avatar von michaelliao

    michaelliao/learn-python3

    6,460Auf GitHub ansehen↗

    This project is an educational repository and programming guide for Python 3. It provides a collection of runnable code samples and implementation details designed to help users learn the core features, syntax, and logic of the language. The repository utilizes a case-study driven approach, using practical examples and guided implementation to demonstrate common patterns and standard library functions. The content is organized into a linear progression curriculum, grouping related language features into topic-based modules.

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  • dabeaz-course/python-masteryAvatar von dabeaz-course

    dabeaz-course/python-mastery

    13,232Auf GitHub ansehen↗

    This project is a comprehensive programming course and educational curriculum designed to transition developers from basic scripting to advanced software development. It provides structured guides and technical exercises focusing on language internals, professional software architecture, and sophisticated programming techniques. The curriculum distinguishes itself through a deep focus on language internals, analyzing object behavior and memory efficiency to improve execution speed. It provides specialized instruction on metaprogramming using decorators and dynamic attributes, as well as async

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  • jpmorganchase/python-trainingAvatar von jpmorganchase

    jpmorganchase/python-training

    12,714Auf GitHub ansehen↗

    This project is a comprehensive educational curriculum designed to teach Python programming through the lens of data science and financial analysis. It provides a structured guide for learning how to process complex numerical information, build data models, and perform scientific computing tasks using standard industry libraries. The materials focus on practical applications, enabling users to develop skills in financial data analysis and interactive exploration. By working through these resources, learners gain experience in executing high-performance mathematical operations, transforming ra

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  • njhu/iosprojectAvatar von NJHu

    NJHu/iOSProject

    5,426Auf GitHub ansehen↗

    This project is a collection of Objective-C iOS application demos and code samples. It provides implementations for core development patterns and system-level features within the iOS environment. The repository focuses on Objective-C runtime examples, demonstrating dynamic method dispatch and runtime swizzling to modify object behavior. It also includes a Core Animation UI library and samples for iOS multithreading and concurrency management. The project covers capabilities for UI animation and graphics, concurrent task coordination, and the integration of third-party services for authentica

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  • crazyguitar/pysheeetAvatar von crazyguitar

    crazyguitar/pysheeet

    8,150Auf GitHub ansehen↗

    pysheeet is a technical reference library providing a curated collection of code snippets and implementation patterns for advanced Python development, system integration, and high-performance computing. It serves as a comprehensive guide for implementing low-level network programming, native C extensions, and asynchronous and concurrent programming. The project provides specialized frameworks for the development and deployment of large language models, including tools for distributed GPU inference and high-performance serving. It also includes detailed patterns for high-performance computing

    Python
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  • lijin-thu/notes-pythonAvatar von lijin-THU

    lijin-THU/notes-python

    7,132Auf GitHub ansehen↗

    This project is a collection of educational notes and tutorials focused on Python programming, scientific computing, and data analysis. It serves as a reference for learning language basics, advanced techniques, and object-oriented design. The materials include implementation guides for building linear, logistic, and convolutional neural networks using symbolic graph frameworks. It also provides instruction on manipulating and visualizing structured data frames and performing complex mathematical operations through numerical libraries. The repository includes a system for converting interact

    Jupyter Notebookanacondamatplotlibnumpy
    Auf GitHub ansehen↗7,132
  • grosser/parallelAvatar von grosser

    grosser/parallel

    4,261Auf GitHub ansehen↗

    Parallel is a Ruby library and multi-process execution framework designed to accelerate CPU-intensive operations. It functions as a parallel job orchestrator and concurrent task runner that enables the execution of code across multiple processes or threads. The project distinguishes itself through secure inter-process communication, utilizing signed data serialization to prevent the injection of forged payloads between parent and child processes. It further differentiates its worker management by assigning unique identifiers to individual processes to prevent collisions when accessing shared

    Ruby
    Auf GitHub ansehen↗4,261
  • twitter/scala_schoolAvatar von twitter

    twitter/scala_school

    3,692Auf GitHub ansehen↗

    This project is a Scala programming course and educational resource. It provides a set of lessons covering the core fundamentals of the language, ranging from basic syntax to advanced type systems. The material includes a functional programming tutorial focused on higher-order functions and pattern matching, as well as guides on managing asynchronous execution and concurrency. It also serves as a resource for understanding the Java Virtual Machine and language interoperability. The course covers the application of polymorphism and variance for type-safe data structures and the use of specifi

    HTML
    Auf GitHub ansehen↗3,692
  • angrave/systemprogrammingAvatar von angrave

    angrave/SystemProgramming

    5,734Auf GitHub ansehen↗

    This is an open-source, crowd-sourced wiki textbook that teaches Linux system programming in C. It covers the core operating system concepts of process management through the fork-exec-wait model, dynamic memory allocation using implicit free list heap allocators, inode-based file systems, inter-process communication via pipes and shared memory, POSIX threads with synchronization primitives, signal-based asynchronous notification, virtual memory with page table translation, and runtime diagnostics using Valgrind and GDB. The textbook distinguishes itself by providing practical, implementation

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  • trekhleb/learn-pythonAvatar von trekhleb

    trekhleb/learn-python

    18,058Auf GitHub ansehen↗

    This project is an educational resource designed for learning the Python programming language. It serves as a tutorial repository and programming guide, providing a collection of annotated scripts, code examples, and cheatsheets to help users master syntax and core fundamentals. The resource focuses on moving from basic language syntax to advanced implementation, with a particular emphasis on object-oriented programming, the use of the Python standard library, and scripting automation for business workflows. The content covers a broad range of programming capabilities, including control flow

    Pythonlearninglearning-by-doinglearning-python
    Auf GitHub ansehen↗18,058
  • wilfredinni/python-cheatsheetAvatar von wilfredinni

    wilfredinni/python-cheatsheet

    4,931Auf GitHub ansehen↗

    This project is a programming language cheatsheet and Python language reference. It provides a concise set of documentation and examples designed for recalling language-specific functions and operations. The resource serves as a guide for the Python standard library, offering references for common built-in modules used for tasks such as date, time, and data parsing. It also provides syntax references and practical code examples to assist with implementing specific logic and programming patterns. The content is organized to support Python programming onboarding and standard library usage.

    Vue
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  • bramblexu/pydata-notebookAvatar von BrambleXu

    BrambleXu/pydata-notebook

    4,657Auf GitHub ansehen↗

    This project is a collection of educational resources and study materials focused on scientific computing and data analysis using Python. It consists of translated notes and Jupyter notebooks designed to guide learners through the Python data ecosystem. The content covers specialized workflows including numerical computation, data cleaning, and time series analysis. These materials provide a reference for performing complex data manipulations and processing sequential data to identify patterns. The resource is organized as a series of static files and markdown documents using a flat-file dir

    Jupyter Notebookchinese-translationdata-analysisjupyter-notebook
    Auf GitHub ansehen↗4,657
  • federico-busato/modern-cpp-programmingAvatar von federico-busato

    federico-busato/Modern-CPP-Programming

    15,808Auf GitHub ansehen↗

    This project is a comprehensive educational resource and programming course covering C++ language semantics and features from C++03 through C++26. It provides structured tutorials and technical guides focused on modern C++ development. The material offers specialized instruction on template metaprogramming, including the use of type traits and compile-time computations. It features detailed guides on concurrency and parallelism for multi-core execution, as well as a reference for software design applying SOLID principles and RAII. Additionally, it covers build performance optimization to redu

    HTMLc-plus-pluscode-qualitycompilers
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    SilentVoid13/Templater

    4,590Auf GitHub ansehen↗

    Templater is an Obsidian template engine and JavaScript automation plugin that functions as a dynamic content generator and workflow orchestrator. It enables the automation of document creation and note-taking tasks through the use of dynamic placeholders and embedded logic. The project distinguishes itself by executing custom JavaScript and shell commands to manipulate files and insert data. It allows for interactive note generation via modal prompts for user input and the import of external JavaScript modules to provide reusable logic outside of template files. Its capabilities include pro

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    jackfrued/Python-Core-50-Courses

    12,559Auf GitHub ansehen↗

    This project is a comprehensive programming education platform designed to teach Python fundamentals through a structured curriculum. It provides a sequence of lessons and exercises that cover core language syntax, data structures, and object-oriented programming concepts to help beginners build a foundation in software development. The curriculum distinguishes itself through a modular design that decomposes complex topics into discrete, sequential units. It utilizes a multi-modal delivery approach, combining written documentation with video tutorials and code samples to accommodate different

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    docker-library/php

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    This project provides a server-side language runtime and a standardized Docker image for deploying applications across different operating systems. It functions as an execution environment for generating dynamic HTML, JSON, and XML content, while also serving as a command line interface for automation scripts and background jobs. The runtime is designed for extensibility through a C-based extension architecture, allowing the loading of custom modules for specialized functionality. It supports multiple server application interfaces, including a FastCGI web interface for high-performance commun

    Dockerfile
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  • textualize/toolongAvatar von Textualize

    Textualize/toolong

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    toolong is a terminal log viewer and TUI log manager designed for monitoring live log streams and navigating large log files. It functions as a log aggregator and JSONL formatter, capable of merging multiple log files into a single chronological view by automatically detecting timestamps. The application supports the visualization of structured data by pretty printing JSONL files and applying syntax highlighting to common web server log patterns. It handles large-scale data efficiently through virtual-sized scrollable views, allowing users to open compressed logs or files of any size without

    Pythonjsonlrichterminal
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  • stevenslxie/tutorials-for-web-developersAvatar von StevenSLXie

    StevenSLXie/Tutorials-for-Web-Developers

    894Auf GitHub ansehen↗

    This repository serves as an educational resource for software developers, providing a structured collection of tutorials focused on fundamental computational concepts and system operations. It covers core areas including algorithmic data processing, document-oriented database management, and Linux system administration. The project distinguishes itself by bridging the gap between theoretical computer science and practical infrastructure management. It offers guidance on implementing functional programming patterns and fundamental search algorithms, while simultaneously providing instruction

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