🏆 A ranked list of awesome projects. Updated weekly.
This curated list contains 23 awesome open-source projects with a total of 210K stars grouped into 8 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to directly edit the projects.yaml. Contributions are very welcome!
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- Definitions 1 projects
- Backends 10 projects
- Core packages 4 projects
- Typing packages 1 projects
- Utility packages 5 projects
- Scientific packages 0 projects
- Machine learning packages 2 projects
- Other awesome lists 0 projects
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project (less than 6 months old)
- 💤 Inactive project (6 months no activity)
- 💀 Dead project (12 months no activity)
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning (e.g. missing/risky license)
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
Definitions of array API standard
Array API standard (🥇17 · ⭐ 270 · 📉) - RFC document, tooling and other content related to the.. MIT
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GitHub (👨💻 38 · 🔀 54 · 📦 4 · 📋 410 - 22% open · ⏱️ 23.04.2026):
``` git clone https://github.com/data-apis/array-api ```
Implementations of array API standard
PyTorch (🥇56 · ⭐ 100K) - Tensors and Dynamic neural networks in Python with strong GPU.. BSD-3 Non-CPU
NumPy (🥈51 · ⭐ 32K) - The fundamental package for scientific computing with Python. ❗Unlicensed
ndonnx (🥉18 · ⭐ 67) - ONNX-backed array library that is compliant with the Array API.. BSD-3 Non-CPU
numpy-flint-arb (🥉10 · ⭐ 1 · 🐣) - Arbitrary precision floating / ball arithmetic.. MIT Verified Multiprecision
mparray (🥉8 · ⭐ 6) - Array API compliant arrays of arbitrary precision types. MIT Verified Multiprecision
array API related packages
array-api-compat (🥇29 · ⭐ 120) - Compatibility layer for common array libraries to support the.. MIT
array-api-extra (🥈24 · ⭐ 29) - Extra array functions built on top of the array API standard. MIT
array-api-strict (🥉20 · ⭐ 31 · 📈) - Strict implementation of the Python array API.. ❗Unlicensed
array-api-tests (🥉15 · ⭐ 73 · 📉) - Test suite for Python array API standard compliance. MIT
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GitHub (👨💻 19 · 🔀 47 · 📋 170 - 33% open · ⏱️ 03.04.2026):
``` git clone https://github.com/data-apis/array-api-tests ```
Packages related to typing
types-array-api (🥇19 · ⭐ 7 · 📈) - Autogenerated types for array-api-compat and array API -.. Apache-2
Packages useful for developing array API compatible packages, with less scientific context
array-api-negative-index (🥉11 · ⭐ 1) - Utils for indexing arrays with {-n, -(n-1), ..., -1,.. MIT
quantity-array (🥉9 · ⭐ 5) - Quantities with array API standard arrays. MIT
array API compatible packages with non-machine learning scientific context
array API compatible packages with machine learning context
SysIdentPy (🥉21 · ⭐ 500) - A Python Package For System Identification Using NARMAX Models. BSD-3
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