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apache/systemds
An open source ML system for the end-to-end data science lifecycle
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Systemds Latest Pending

Systemds: Latest Pending Release

Release date:
Pending release in a future version
Previous version:
3.2.0-rc2 (released March 7, 2024)
Magnitude:
149,747 Diff Delta
Contributors:
39 total committers
Data confidence:
---
Commits:
1,172 impacting commits

1172 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

[SYSTEMDS-1780] Final resource optimizer for AWS EMR
Authored November 17, 2024
[SYSTEMDS-1780] Improved cost estimator for resource elasticity
Authored September 22, 2024
adding CPCostUtils and more tests
Authored September 7, 2024
add IO metrics + update objective functions + implement ResourceOptimizer
Authored October 10, 2024
[SYSTEMDS-3763] BinCell Compressed TestCover
Authored August 31, 2024
[SYSTEMDS-1780] Resource elasticity: basic enumerators and recompiler
Authored August 21, 2024
[SYSTEMDS-3782] Bag-of-words Encoder for CP
Authored October 25, 2024
last cost estimator changes
Authored September 16, 2024
adaptations + fixes to run experiments
Authored October 23, 2024
extend and fix tests + allow dynamic recompilation
Authored October 12, 2024
LMM tests
Authored September 17, 2024
[SYSTEMDS-3782] Bag-of-words encoder for SP
Authored November 15, 2024
[SYSTEMDS-1780] Resource optimizer - cost estimation framework
Authored July 4, 2024
adding more functionality to Spark cost utils
Authored September 13, 2024
refactoring to env var options
Authored October 19, 2024
[SYSTEMDS-3719] Binary Cell Operations Specialization
Authored August 16, 2024
[SYSTEMDS-3782] Bag-of-words encoder for Spark backend
Authored November 24, 2024
[SYSTEMDS-3172] Additional CSC sparse block implementation
Authored October 25, 2024
[SYSTEMDS-3774] Improved test coverage of simplification rewrites
Authored September 24, 2024
added setIndexRange methods and completed testing
Authored October 21, 2024
[SYSTEMDS-3172] Cleanup new MCSC sparse block, new tests
Authored July 14, 2024
implemented MCSC class
Authored June 28, 2024
[SYSTEMDS-3172] New MCSC sparse block data structure
Authored July 4, 2024
refinements
Authored October 17, 2024
string tests
Authored August 7, 2024
[SYSTEMDS-3685] DML Integration of FFT and IFFT
Authored April 4, 2024
[MINOR] Additional parfor tests, and minor cleanups of unused code
Authored August 17, 2024
[SYSTEMDS-3760] Overlapping Row Sums
Authored September 3, 2024
[SYSTEMDS-3714] N-gram statistics of operation sequences
Authored July 24, 2024
Add BuiltinImputeMARTest and ImputeMARTest.dml
Authored July 8, 2024
cleanup
Authored July 31, 2024
[SYSTEMDS-3685] FFT parallel, including other builtin functioncalls
Authored April 4, 2024
[SYSTEMDS-3798] Fix rewrite loop vectorization and code coverage
Authored November 29, 2024
fix selection mult
Authored September 18, 2024
[SYSTEMDS-3696] Improved incremental SliceLine (previous stats)
Authored July 28, 2024
[SYSTEMDS-3696] Improved incremental slice-line buitin
Authored August 26, 2024
added further functionalities described by the SparseBlock class. Only indexRnage methods still missing.
Authored October 4, 2024
more offset tests
Authored August 28, 2024
[MINOR] Improved parfor test coverage (new tests, removed old code)
Authored November 30, 2024
[MINOR] Improved code coverage bufferpool and related components
Authored August 16, 2024

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