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aggregation

The aggregation repository contains a set of algorithms for grouping vertices of DAGs coming from loop-carried dependencies. For more information see Sympiler website

algebraicmultigrid.jl

Algebraic Multigrid in Julia

alp

Home of ALP/GraphBLAS, featuring shared- and distributed-memory auto-parallelisation of linear algebraically formulated graph algorithms and other programs. Soon with more to come!

bootcmatch

Bootstrap AMG based on Compatible weighted Matching

bootcmatchg

dmg

Source code for Deep Multigrid method https://arxiv.org/pdf/1711.03825.pdf

ginkgo

Numerical linear algebra software package

hdagg-benchmark

HDagg's source code used to evaluate the paper "HDagg: Hybrid Aggregation of Loop-carried Dependence Iterations in Sparse Matrix Computations."

helmnet

Deep-learning iterative solver for the heterogeneous 2D Helmholtz equation

libflame

High-performance object-based library for DLA computations

lookaheaddecoding

modern-cpp-template

A template for modern C++ projects using CMake, Clang-Format, CI, unit testing and more, with support for downstream inclusion.

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neuralbpx

Direct optimisation of BPX preconditioners

npbench

NPBench - A Benchmarking Suite for High-Performance NumPy

painlessinferenceacceleration

pargemslr

The parGeMSLR is an MPI-based sparse linear system solution/preconditioning package implementation with C++.

parsy_bench

Artifact Description for paper titled: ParSy: Inspection and Transformation of Sparse Matrix Computations for Parallelism

partially-strided-codelet

probabilistic-programming

Notebooks for probabilistic programming

rl_grid_coarsen

sparseinv

Experiments on sparse inverses based on the Computational Linear Algebra course at EPFL

spllt

Sparse Cholesky solver implemented with a runtime system

spral

Sparse Parallel Robust Algorithms Library

symboliclib

sympiler

Sympiler is a Code Generator for Transforming Sparse Matrix Codes

sympiler-eigen

An Eigen Interface for Sympiler and NASOQ

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

treadle

Chisel/Firrtl execution engine

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators