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Top 14 Python high-performance-computing Projects
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Project mention: Metaflow: Build, Manage and Deploy AI/ML Systems | news.ycombinator.com | 2025-07-16
Stay tuned! We have some cool new features coming soon to support agentic workloads (teaser: https://github.com/Netflix/metaflow/pull/2473)
If you are curious, join the Metaflow Slack at http://slack.outerbounds.co and start a thread on #ask-metaflow
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prometeo
An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing
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mpi4jax
Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:
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pyhpc-benchmarks
A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:
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Fast-Poisson-Image-Editing
A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.
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hongbomiao.com
A personal research and development (R&D) lab that facilitates the sharing of knowledge.
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PSyclone
PSyclone is a source-to-source Fortran compiler designed to programmatically optimise, parallelise and instrument HPC applications via user-provided transformation scripts.
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AeroJAX
AeroJAX: A differentiable, structure-preserving framework for real-time flow simulation, control, and inverse design. Architected for neural operator integration and latent-space acceleration. Built with JAX.
👉 GitHub Repository: https://github.com/arriemeijer-creator/AeroJAX
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Python high-performance-computing discussion
Python high-performance-computing related posts
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Building a Real-Time CFD Framework in JAX (AeroJAX)
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Show HN: Interactive fluid simulation in Jax using Brinkman penalization
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FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-Precision
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Can LLMs learn from a single example?
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Are there any libraries that can easily convert Python to C/C#/or C++? Ones where a person doesn't have to "calibrate" it, just, pip install library and then they can have their Python code in C,C#,or C++?
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FPGA high-level programming
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how much does it actually cost in terms of computer power for open AI to respond
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A note from our sponsor - SaaSHub
www.saashub.com | 9 Jun 2026
Index
What are some of the best open-source high-performance-computing projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | metaflow | 10,116 |
| 2 | tf-quant-finance | 5,383 |
| 3 | openmc | 1,030 |
| 4 | prometeo | 654 |
| 5 | dace | 584 |
| 6 | pysph | 537 |
| 7 | mpi4jax | 529 |
| 8 | pyhpc-benchmarks | 336 |
| 9 | Fast-Poisson-Image-Editing | 303 |
| 10 | hongbomiao.com | 297 |
| 11 | torchquad | 226 |
| 12 | PSyclone | 133 |
| 13 | AeroJAX | 47 |
| 14 | python-performance-playground | 4 |