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Top 23 Python Scientific Computing Projects
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I guess it is a rite of passage to rewrite it. I'm doing it for SciPy too together with Propack in [1]. Somebody already mentioned your repo. Thank you for your efforts.
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spack
A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
Project mention: FreeBSD has a(nother) new C compiler: Intel oneAPI DPC++/C++ | news.ycombinator.com | 2024-03-07Well, good luck with that, cause it's broken.
Previous release miscompiled Python [1]
Current release miscompiles bison [2]
[1] https://github.com/spack/spack/issues/38724
[2] https://github.com/spack/spack/issues/37172#issuecomment-181...
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Maybe something like eliot could work for you
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Project mention: [P] LagrangeBench: A Lagrangian Fluid Mechanics Benchmarking Suite | /r/MachineLearning | 2023-12-11
LagrangeBench is a machine learning benchmarking library for CFD particle problems based on JAX. It is designed to evaluate and develop learned particle models (e.g. graph neural networks) on challenging physical problems. To our knowledge it's the first benchmark for this specific set of problems. Our work was inspired by the grid-based benchmarks of PDEBench and PDEArena, and we propose it as a Lagrangian alternative.
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I'm trying to use this code (from here) but in Pytorch (it's an N-body simulation):
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monaco
Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.
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qha
A Python package for calculating thermodynamic properties under quasi-harmonic approximation, using data from ab-initio calculations
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Project mention: Books/ other resources to learn about Fraunhofer diffraction farfield model using MATLAB/python? | /r/Optics | 2023-05-11
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Python Scientific Computing related posts
- Look for: A low-cost project for 2nd-year college student
- [Dev-Showcase] Airfoil Optimisation using Physics Informed Neural Networks(PINNs)
- Open source / part time research in the world of HPC?
- harold open source controls package for Python - v1.0.2 announcement
- Control theory related open source project
- Brand New HPC Sysadmin at a Major University, Where to Start?
- [D] Inverse of Event Detection - Temporal Disruption Analysis
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A note from our sponsor - WorkOS
workos.com | 28 Mar 2024
Index
What are some of the best open-source Scientific Computing projects in Python? This list will help you:
Project | Stars | |
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1 | SciPy | 12,332 |
2 | spack | 3,907 |
3 | PyCUDA | 1,725 |
4 | ruptures | 1,459 |
5 | Eliot | 1,074 |
6 | pyopencl | 1,023 |
7 | pyGAM | 832 |
8 | PDEBench | 600 |
9 | pysph | 416 |
10 | awesome-scientific-python | 222 |
11 | iheartla | 194 |
12 | aicsimageio | 190 |
13 | harold | 170 |
14 | cytoflow | 161 |
15 | nbody-python | 91 |
16 | monaco | 77 |
17 | pybobyqa | 70 |
18 | ennemi | 34 |
19 | qha | 28 |
20 | activematter-python | 20 |
21 | cij | 13 |
22 | lentil | 12 |
23 | tensortrax | 5 |