Update: 2025.07.17

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-python (🥇17 · ⭐ 4K · 📈) - A ranked list of awesome Python open-source libraries and..
• best-of-web-python (🥇17 · ⭐ 2.6K · 📈) - A ranked list of awesome python libraries for web..
• best-of-jupyter (🥈17 · ⭐ 1.1K · 📈) - A ranked list of awesome Jupyter Notebook, Hub and Lab..
• best-of-python-dev (🥇16 · ⭐ 1.1K · 📈) - A ranked list of awesome python developer tools and..
• best-of-robot-simulators (🥇16 · ⭐ 820 · 🐣) - A Best-of-list of Robot Simulators, re-generated..

Update: 2025.07.10

Nothing changed from last update.

Update: 2025.07.03

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• best-of-django (🥈11 · ⭐ 100 · 📉) - A ranked list of awesome Django related Python packages.

Update: 2025.06.26

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-ps (🥉9 · ⭐ 3 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools..

Update: 2025.06.19

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• best-of-vue (🥉6 · ⭐ 7 · 📉) - List of automatically rated Vue projects.

Update: 2025.06.12

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-ml-julia (🥉7 · ⭐ 22 · 💀) - A ranked list of awesome machine learning Julia libraries.
• best-of-rust-on-embedded-linux (🥇7 · ⭐ 4 · 🐣) - A ranked list of awesome Rust crates and projects..

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• best-of-ml-rust (🥉12 · ⭐ 390 · 📉) - A ranked list of awesome machine learning Rust libraries.
• best-of-ps (🥉8 · ⭐ 1 · 🐣) - A weekly updated ranked list of popular open-source libraries and tools..

Update: 2025.05.29

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-ml-rust (🥈13 · ⭐ 380 · 📈) - A ranked list of awesome machine learning Rust libraries.
• best-of-react-native (🥇8 · ⭐ 9 · 📈) - List of automatically rated React Native projects.
• best-of-vue (🥉7 · ⭐ 7 · 📈) - List of automatically rated Vue projects.

Update: 2025.05.22

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-fastapi (🥉10 · ⭐ 34 · 📈) - List of automatically rated Python packages for FastAPI.
• best-of-ml-julia (🥉6 · ⭐ 21 · 💀) - A ranked list of awesome machine learning Julia libraries.

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• best-of-ps (🥉9 · 📉) - A weekly updated ranked list of popular open-source libraries and tools for Power..

Update: 2025.05.15

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-crypto (🥇13 · ⭐ 430 · 💤) - A ranked list of awesome open-source crypto projects. Updated..

Update: 2025.05.08

📈 Trending Up

Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity.

• best-of-django (🥈12 · ⭐ 90 · 📈) - A ranked list of awesome Django related Python packages.

📉 Trending Down

Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity.

• best-of-rust-on-embedded-linux (🥇6 · ⭐ 1 · 🐣) - A ranked list of awesome Rust crates and projects..

➕ Added Projects

Projects that were recently added to this best-of list.

• best-of-robot-simulators (🥇15 · ⭐ 540 · 🐣) - A Best-of-list of Robot Simulators, re-generated..