Top 13 Python high-performance-computing Projects

• metaflow

  24 7,586 9.2 Python

  :rocket: Build and manage real-life ML, AI, and data science projects with ease!

  

Project mention: FLaNK Stack 05 Feb 2024 | dev.to | 2024-02-05

• tf-quant-finance

  133 4,265 2.9 Python

  High-performance TensorFlow library for quantitative finance.

  

Project mention: tf-quant-finance: NEW Derivatives and Hedging - star count:3911.0 | /r/algoprojects | 2023-06-10

• InfluxDB

  www.influxdata.com sponsored

  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.

  

• alpa

  4 2,979 5.1 Python

  Training and serving large-scale neural networks with auto parallelization.

  

• openmc

  4 692 9.4 Python

  OpenMC Monte Carlo Code

  

Project mention: The Law of Large Numbers, or Why It Is a Bad Idea to Go to the Casino | news.ycombinator.com | 2023-05-14

It was actually invented for this.

Open source radiation transport Monte Carlo code here if you'd like to play around:

https://github.com/openmc-dev/openmc

• prometeo

  10 610 0.0 Python

  An experimental Python-to-C transpiler and domain specific language for embedded high-performance computing

• dace

  3 465 9.6 Python

  DaCe - Data Centric Parallel Programming

  

Project mention: Looking for HLS frameworks to start deploying DL algorithms on FPGAs | /r/FPGA | 2023-06-20

• pysph

  1 424 4.8 Python

  A framework for Smoothed Particle Hydrodynamics in Python

  

• WorkOS

  workos.com sponsored

  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.

  

• mpi4jax

  1 369 6.8 Python

  Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python :zap:

  

• pyhpc-benchmarks

  6 300 3.2 Python

  A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:

• Fast-Poisson-Image-Editing

  1 197 0.0 Python

  A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

• torchquad

  1 158 6.8 Python

  Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX

  

• PSyclone

  1 94 9.9 Python

  Domain-specific compiler and code transformation system for Finite Difference/Volume/Element Earth-system models in Fortran

  

• python-performance-playground

  1 4 0.0 Python

  Performance analysis of Python snippets for scientific computing

Python high-performance-computing related posts

• Can LLMs learn from a single example?
  2 projects | news.ycombinator.com | 5 Sep 2023
• 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++?
  1 project | /r/learnpython | 6 Apr 2023
• FPGA high-level programming
  1 project | /r/FPGA | 2 Feb 2023
• how much does it actually cost in terms of computer power for open AI to respond
  1 project | /r/OpenAI | 22 Dec 2022
• I made a Python compiler, that can compile Python source down to fast, standalone executables.
  3 projects | /r/PythonProjects2 | 26 Jul 2022
• Alpa: Auto-parallelizing large model training and inference (by UC Berkeley)
  1 project | news.ycombinator.com | 23 Jun 2022
• Profiling and Analyzing Performance of Python Programs
  3 projects | dev.to | 4 Jan 2022
• A note from our sponsor - WorkOS
  workos.com | 24 Apr 2024

  The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →

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