Awesome GitHub RepositoriesEditable Installations

pip is a Python package manager used to install, update, and remove software libraries from the Python Package Index and other remote repositories. It functions as a dependency resolver that calculates compatible version sets for complex software trees, an environment inspector for analyzing installed distributions, and a wheel builder that compiles source distributions into binary files. The tool supports various installation methods, including fetching packages directly from web URLs and Git commits, as well as installing packages in editable mode for active development. It enables the crea

Maturin is a build tool that compiles Rust crates into Python wheel packages, supporting multiple binding systems such as PyO3, CFFI, and UniFFI to create native extension modules. It manages the full build pipeline from Rust compilation to wheel assembly, including cross-compilation for different operating systems and architectures without requiring native hardware. The tool integrates development-mode installation with automatic rebuilds: when a Python import hook detects source changes, it triggers recompilation before the module loads. Editable installs link the compiled module into site-

Pyrefly is a static type checker for Python that operates as a language server, delivering real-time diagnostics, completions, and navigation in any editor supporting the Language Server Protocol. It also performs static tensor shape analysis, using symbolic dimension variables and arithmetic to verify shape consistency in deep learning models without runtime execution. Beyond core type checking, Pyrefly supports gradual adoption workflows: it can generate a baseline of known errors so only new issues are reported, migrate configuration from other type checkers, and automatically suppress exi

该项目是一个参考实现和教程，旨在演示构建、版本化和上传 Python 分发包的端到端工作流。它作为一个具体的项目模板和示例，用于配置包索引的元数据和构建产物。 该仓库演示了如何通过在静态配置文件中定义项目元数据和依赖项来打包软件。它涵盖了将源代码树转换为版本化归档文件和特定平台二进制分发包的过程，特别展示了如何构建二进制 wheel 和源代码分发包。 该项目涵盖了更广泛的功能领域，包括依赖管理、命令行界面创建以及向仓库发布发布的自动化。它还演示了隔离虚拟环境的使用和二进制扩展的集成。

该项目是一个 Cookiecutter 模板，用于引导具有标准化目录布局和配置文件的 Python 包。它通过生成项目结构、样板文件和命令行界面入口点，为新库奠定了基础。 该模板通过强化的构建流水线强调安全的软件供应链。它利用 commit SHA 锁定 Action 和最小权限集来防御攻击，同时提供了一个设置，用于使用安全身份提供程序构建并上传签名包到注册表。 该项目涵盖了广泛的功能，包括用于多版本测试、Linting 和类型检查的持续集成自动化。它还包括一个自动化的文档流水线，从 Docstring 中提取 API 参考并将其部署到托管提供商。其他工具处理依赖管理、分发工件编译和静态漏洞扫描。

This is a structured deep learning curriculum for programmers, delivered as a collection of Jupyter notebooks. It teaches the fundamentals of training neural networks for computer vision, natural language processing, tabular data analysis, and collaborative filtering using PyTorch and the fastai library. The course is designed to be hands-on, guiding learners from building a training loop from scratch to fine-tuning pretrained models for a variety of practical tasks. The curriculum distinguishes itself by covering the full lifecycle of a deep learning project, from data preparation and augmen

Setuptools is a Python package build tool and distribution framework used to bundle code into distributable archives. It functions as a project metadata manager, allowing for the declarative definition of project identity, versioning, and dependencies. The toolkit distinguishes itself by providing an extension compiler for C and C++ source files and a plugin architecture that uses entry points to enable runtime discovery of functionality. It also supports development environment tooling, such as editable installs that link source code directly to the environment to allow immediate changes wit