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apache/systemds

An open source ML system for the end-to-end data science lifecycle

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Systemds 3.0.0-rc1

Systemds: 3.0.0-rc1 Release

Release date:

June 10, 2022

Previous version:

2.2.2-rc1 (released June 10, 2022)

Magnitude:

51,047 Diff Delta

Contributors:

30 total committers

Data confidence:

Commits:

327

327 Commits in this Release

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

[SYSTEMDS-3280] Add homomorphic encryption functionality to Parameter Server.

Authored January 26, 2022

[SYSTEMDS-2748] CLA TSMM new version multithreaded

Authored February 9, 2022

[SYSTEMDS-2996] countDistinctApprox Builtin function

Authored January 31, 2022

[SYSTEMDS-2832] Refactoring of old performance benchmarks

Authored November 30, 2021

[SYSTEMDS-3206] Federated Execution w/ Misaligned Matrices

Authored September 8, 2021

[SYSTEMDS-3018] Federated Cost Estimation for Repetitions

Authored February 15, 2022

[SYSTEMDS-3263] CLA MMChain specialization

Authored December 27, 2021

[SYSTEMDS-3018] Federated Planner Extended 2

Authored March 16, 2022

[SYSTEMDS-3383] Extended federated monitoring tool (stats collection)

Authored June 5, 2022

[SYSTEMDS-3234] Multi-threaded covariance/central-moment operations

Authored December 18, 2021

[SYSTEMDS-3185] Caching of serialized federated responses

Authored May 15, 2022

[SYSTEMDS-3355] Federated monitoring backend worker communication

Authored May 15, 2022

[SYSTEMDS-3143] Frame rm empty instruction

Authored September 21, 2021

[SYSTEMDS-3361] Federated Workload-aware Compression

Authored April 26, 2022

[SYSTEMDS-3185] Read cache/event loop for multi-tenant federated learning

Authored January 23, 2022

[SYSTEMDS-3241] Federated quantiles via recursive histograms

Authored March 3, 2022

[SYSTEMDS-3328] Federated transform encode/apply w/ equi-height binning

Authored May 8, 2022

[SYSTEMDS-2831] CLA DeltaDDC Column Group

Authored January 20, 2022

[SYSTEMDS-3374] Federation primitive for local to federated data

Authored June 5, 2022

[SYSTEMDS-3018] Conflict handling federated plan enumeration

Authored December 27, 2021

[SYSTEMDS-439] Builtins for set operations on vectors

Authored December 14, 2021

[SYSTEMDS-3152] Min/max support in grouped aggregates (CP and Spark)

Authored March 3, 2022

[SYSTEMDS-3204] Frame map operations w/ margin parameter

Authored December 18, 2021

[MINOR] Federated Rewriter Function Fix

Authored October 15, 2021

[SYSTEMDS-3020] Initial GPU junit tests

Authored June 11, 2021

[SYSTEMDS-3018] Fed Planner Extended 4

Authored April 29, 2022

[SYSTEMDS-3352] CUDA code gen support for connected components

Authored April 20, 2022

[SYSTEMDS-3194] Builtins for detecting and correcting value swaps

Authored November 2, 2021

[SYSTEMDS-3203] Improved frame removeEmpty operations (row/col)

Authored December 18, 2021

[SYSTEMDS-3114] Replace on frames

Authored September 8, 2021

[SYSTEMDS-3119] Multi-return eval function calls (evalList)

Authored December 29, 2021

[SYSTEMDS-3342] Fix remote parfor for cleaning pipeline enumeration

Authored April 1, 2022

[SYSTEMDS-3281] CLA tighter bounds on distinct estimation

Authored January 27, 2022

[MINOR] Fix rmempty tests and federated

Authored April 19, 2022

[SYSTEMDS-2837] Operator Linearization Algorithms

Authored December 28, 2021

[SYSTEMDS-3370] Fix missing support for list unnesting

Authored May 8, 2022

[SYSTEMDS-1622] Fix federated left indexing with scalar inputs

Authored June 5, 2022

[MINOR] Add Federated Compilation Options

Authored January 20, 2022

[SYSTEMDS-3175] Builtin for date processing

Authored February 12, 2022

[SYSTEMDS-3018] Federated Planner Forced ExecType And FedOut Info

Authored May 11, 2022

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Top Contributors in 3.0.0-rc1

Baunsgaard

mboehm7

sebwrede

OlgaOvcharenko

ywcb00

phaniarnab

flo-l

MKehayov

BACtaki

corepointer

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