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matrixpfn-suitesparse – Dataset by Csed-dev | AlphaNeural AI
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matrixpfn-suitesparse
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tabular-regression
cc-by-4.0
n<1K
parquet
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datasets
pandas
polars
mlcroissant
2406.00809
us
sparse-matrices
linear-systems
preconditioners
numerical-linear-algebra
suitesparse
scientific-computing
benchmark
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MatrixPFN SuiteSparse Evaluation Set
A curated subset of the SuiteSparse Matrix Collection for benchmarking learned preconditioners on sparse linear systems, matching the evaluation criteria from the GNP paper (arXiv 2406.00809v3).
Property Value
Rows/Cols 1,000 - 100,000
Nonzeros 1,314 - 1,990,919
Shape Square
Type Real, non-SPD
Problem domains 50 categories
Domain Distribution (top 10)
Count Domain
123 Circuit simulation
75… See the full description on the dataset page:
https://huggingface.co/datasets/Csed-dev/matrixpfn-suitesparse
.