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The Top 23 Machine Learning High Performance Computing Open Source Projects

Open source projects categorized as Machine Learning High Performance Computing
Categories > Software Performance > High Performance Computing
Categories > Machine Learning > Machine Learning
Metaflow ⭐ 7,524
🚀 Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103most recent commit 18 days agopypi metaflow} Downloads
Alpa ⭐ 2,878
Training and serving large-scale neural networks with auto parallelization.
total releases 13most recent commit 5 months ago
Awesome Tensor Compilers ⭐ 2,042
A list of awesome compiler projects and papers for tensor computation and deep learning.
most recent commit 3 months ago
Arraymancer ⭐ 1,177
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
most recent commit 3 months ago
Vectorious ⭐ 781
Linear algebra in TypeScript.
dependent packages 16total releases 95most recent commit 6 months agonpm vectorious} Downloads
Gpumd ⭐ 273
Graphics Processing Units Molecular Dynamics
most recent commit 3 months ago
Geni ⭐ 268
A Clojure dataframe library that runs on Spark
total releases 33most recent commit 5 months ago
Graphit ⭐ 261
GraphIt - A High-Performance Domain Specific Language for Graph Analytics
most recent commit 3 years ago
Metal Flash Attention ⭐ 252
Faster alternative to Metal Performance Shaders
most recent commit 3 months ago
Heat ⭐ 169
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
total releases 20most recent commit 3 months ago
The Books Making You Better ⭐ 169
A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.
most recent commit 3 months ago
Torchquad ⭐ 142
Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX
total releases 6most recent commit 4 months ago
Awesome Distributed Ml ⭐ 124
A curated list of awesome projects and papers for distributed training or inference
most recent commit 5 months ago
Mads.jl ⭐ 100
MADS: Model Analysis & Decision Support
most recent commit 3 months ago
Nasoq ⭐ 61
NASOQ:Numerically Accurate Sparsity Oriented QP Solver
most recent commit a year ago
Daceml ⭐ 55
A Data-Centric Compiler for Machine Learning
most recent commit a year ago
Easydist ⭐ 55
Automated Parallelization System and Infrastructure for Multiple Ecosystems
most recent commit 3 months ago
Pressio ⭐ 39
core C++ library
most recent commit 3 months ago
Colmena ⭐ 38
Library for steering campaigns of simulations on supercomputers
total releases 21most recent commit 4 months ago
Rmldnn ⭐ 38
RocketML Deep Neural Networks
most recent commit a year ago
Litemort ⭐ 36
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
total releases 4most recent commit 4 years ago
Mhpc Natural Language Processing Lectures ⭐ 34
This is the second part of the Deep Learning Course for the Master in High-Performance Computing (SISSA/ICTP).)
most recent commit 4 years ago
Plinycompute ⭐ 27
A system for development of high-performance, data-intensive, distributed computing, applications, tools, and libraries.
most recent commit 6 years ago
The 2 Most Depended On Machine Learning High Performance Computing Open Source Projects
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 18 days agopypi metaflow} Downloads
Vectorious ⭐ 781
Linear algebra in TypeScript.
dependent packages 16total releases 95latest release September 14, 2023most recent commit 6 months agonpm vectorious} Downloads
The 9 Latest Releases In Machine Learning High Performance Computing Open Source Projects
Metaflow ⭐ 7,524
:rocket: Build and manage real-life ML, AI, and data science projects with ease!
dependent packages 25total releases 103latest release December 04, 2023most recent commit 18 days agopypi metaflow} Downloads
Heat ⭐ 169
Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python
total releases 20latest release November 23, 2023most recent commit 3 months ago
Colmena ⭐ 38
Library for steering campaigns of simulations on supercomputers
total releases 21latest release November 16, 2023most recent commit 4 months ago
Vectorious ⭐ 781
Linear algebra in TypeScript.
dependent packages 16total releases 95latest release September 14, 2023most recent commit 6 months agonpm vectorious} Downloads
Alpa ⭐ 2,878
Training and serving large-scale neural networks with auto parallelization.
total releases 13latest release July 04, 2022most recent commit 5 months ago
Torchquad ⭐ 142
Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX
total releases 6latest release May 05, 2022most recent commit 4 months ago
Geni ⭐ 268
A Clojure dataframe library that runs on Spark
total releases 33latest release October 14, 2020most recent commit 5 months ago
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