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-[OpenNFS](https://github.com/OpenNFS/OpenNFS) - Attempt to recreate the classic Need for Speed Games (1-6).
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-[tube64](https://github.com/rep-stosw/tube64) - 64-bit vesion of DOS game Tube (Bullfrog, 1994)
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-[SpagettiKart](https://github.com/HarbourMasters/SpaghettiKart) - Reimplementation of Mario Kart 64 for PC.
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-[Vangers](https://github.com/KranX/Vangers) - Racing/RPG hybrid made open-source by its creators, written in C++.
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-[Vange-rs](https://github.com/kvark/vange-rs) - The idea of this project is to replicate the old look and behavior of Vangers, but with native hardware acceleration for the graphics.
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-[wipEout Rewrite](https://github.com/phoboslab/wipeout-rewrite) - This is a re-implementation of the 1995 PSX game wipEout. :flower_playing_cards:
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-[goprotobuf](https://github.com/golang/protobuf) - Go support, in the form of a library and protocol compiler plugin, for Google's protocol buffers.
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-[gotiny](https://github.com/raszia/gotiny) - Efficient Go serialization library, gotiny is almost as fast as serialization libraries that generate code.
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-[jsoniter](https://github.com/json-iterator/go) - High-performance 100% compatible drop-in replacement of "encoding/json".
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-[mus-go](https://github.com/mus-format/mus-go) - MUS format serializer for Go.
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-[php_session_decoder](https://github.com/yvasiyarov/php_session_decoder) - GoLang library for working with PHP session format and PHP Serialize/Unserialize functions.
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-[pletter](https://github.com/vimeda/pletter) - A standard way to wrap a proto message for message brokers.
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-[structomap](https://github.com/tuvistavie/structomap) - Library to easily and dynamically generate maps from static structures.
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-[sqlx](https://github.com/jmoiron/sqlx) - provides a set of extensions on top of the excellent built-in database/sql package.
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-[sqlz](https://github.com/rfberaldo/sqlz) - Extension for the database/sql package, adding named queries, struct scanning, and batch operations.
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-[sshman](https://github.com/shoobyban/sshman) - SSH Manager for authorized_keys files on multiple remote servers.
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-[stacktower](https://github.com/matzehuels/stacktower) - Visualize dependency graphs as physical tower structures, inspired by XKCD #2347.
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-[stacktower](https://github.com/stacktower-io/stacktower) - Visualize dependency graphs as physical tower structures, inspired by XKCD #2347.
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@@ -5,6 +5,8 @@ An opinionated list of Python frameworks, libraries, tools, and resources.
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## **Sponsors**
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-**[pyr](https://pyrun.dev)**: Zero-config Python project manager. Bootstraps its own runtime, app-convention, and working imports - out the box.
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> The **#10 most-starred repo on GitHub**. Put your product in front of Python developers. [Become a sponsor](https://github.com/vinta/awesome-python/blob/master/SPONSORSHIP.md).
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## Categories
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-[trailofbits-skills](https://github.com/trailofbits/skills) - Python-friendly security skills for auditing, testing, and safer backend development.
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- Orchestration
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-[autogen](https://github.com/microsoft/autogen) - A programming framework for building agentic AI applications.
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-[bub](https://github.com/bubbuild/bub) - A lightweight, hook-first Python framework for channel-native agents that live alongside people.
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-[crewai](https://github.com/crewAIInc/crewAI) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
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-[dspy](https://github.com/stanfordnlp/dspy) - A framework for programming, not prompting, language models.
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-[hermes-agent](https://github.com/nousresearch/hermes-agent) - An adaptive AI agent framework that grows with you.
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-[stanza](https://github.com/stanfordnlp/stanza) - The Stanford NLP Group's official Python library, supporting 60+ languages.
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- Chinese
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-[funnlp](https://github.com/fighting41love/funNLP) - A collection of tools and datasets for Chinese NLP.
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-[jieba](https://github.com/fxsjy/jieba) - The most popular Chinese text segmentation library.
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## Computer Vision
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-[Talk Python To Me](https://talkpython.fm/)
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-[The Real Python Podcast](https://realpython.com/podcasts/rpp/)
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## Websites
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-[Python Developer Tooling Handbook](https://pydevtools.com/) - Comprehensive guide to modern Python developer tools covering package management, linting, type checking, testing, and more.
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## Contributing
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Your contributions are always welcome! Please take a look at the [contribution guidelines](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md) first.
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### Message Queue
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*[Narwhal](https://github.com/narwhal-io/narwhal) - An extensible pub/sub messaging server for edge applications.
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*[lonewolf-io/Narwhal](https://github.com/lonewolf-io/narwhal) - An extensible pub/sub messaging server for edge applications.
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*[Rmqtt](https://github.com/rmqtt/rmqtt) - MQTT Server/MQTT Broker — Scalable distributed MQTT message broker for IoT in the 5G era.
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*[RobustMQ](https://github.com/robustmq/robustmq) - Next generation cloud-native converged message queue.
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*[Rocketmq-Rust](https://github.com/mxsm/rocketmq-rust) - 🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage.
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*[ajeetdsouza/zoxide](https://github.com/ajeetdsouza/zoxide/) - A fast alternative to `cd` that learns your habits [](https://github.com/ajeetdsouza/zoxide/actions)
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*[anylinuxfs](https://github.com/nohajc/anylinuxfs) - CLI tool for mounting any linux-supported filesystem on a Mac - using NFS with a microVM
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*[anylinuxfs-gui](https://github.com/fenio/anylinuxfs-gui) - GUI application for anylinuxfs
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*[ataraxy-labs/sem](https://github.com/ataraxy-labs/sem) - Entity-level semantic version control CLI. Diff, blame, graph, and impact analysis at the function/class level across 26 languages via tree-sitter. [](https://github.com/ataraxy-labs/sem/actions/workflows/release.yml)
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*[ataraxy-labs/weave](https://github.com/ataraxy-labs/weave) - Entity-level merge driver for Git. Resolves merge conflicts by understanding code structure via tree-sitter. Drops into git as a custom merge driver via .gitattributes. [](https://github.com/ataraxy-labs/weave/actions/workflows/release.yml)
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*[atuin](https://github.com/atuinsh/atuin)[[atuin](https://crates.io/crates/atuin)] - Atuin replaces your existing shell history with a SQLite database, and records additional context for your commands. Additionally, it provides optional and fully encrypted synchronisation of your history between machines, via an Atuin server.
*[bottom](https://github.com/ClementTsang/bottom) - Yet another cross-platform graphical process/system monitor. [](https://github.com/ClementTsang/bottom/actions?query=branch%3Amaster)
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*[firecracker-microvm/firecracker](https://github.com/firecracker-microvm/firecracker) - A lightweight virtual machine for container workload [Firecracker Microvm](https://firecracker-microvm.github.io/)
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*[kata-containers/kata-containers](https://github.com/kata-containers/kata-containers) - A implementation of lightweight Virtual Machines (VMs) that feel and perform like containers, but provide the workload isolation and security advantages of VMs.
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*[superradcompany/microsandbox](https://github.com/superradcompany/microsandbox) - Lightweight microVM sandboxing library for running isolated code execution in milliseconds. Supports Rust, Python, and TypeScript SDKs with OCI-compatible container images. [](https://github.com/superradcompany/microsandbox/releases)
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*[tailhook/vagga](https://github.com/tailhook/vagga) - A containerization tool without daemons
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*[youki-dev/youki](https://github.com/youki-dev/youki) - A container runtime [](https://github.com/youki-dev/youki/actions)
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### Workflow Automation
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*[dali-benothmen/cronflow](https://github.com/dali-benothmen/cronflow) - Cronflow is a high-performance, developer-focused workflow automation library that lets you build and orchestrate complex, scalable automation workflows fully in code. [](https://github.com/dali-benothmen/cronflow/actions/workflows/release.yml)
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-[CCHub](https://github.com/Moresl/cchub) - A desktop control panel for the Claude Code / Codex / Gemini CLI ecosystem. Manage MCP servers, config profiles, agent skills, CLAUDE.md, hooks, and workflow templates from a single Tauri app (Windows / macOS / Linux).
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