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Releases: usc-isi-i2/dsbox-ta2

Winter 2020 Evaluation

19 Feb 01:21
@ckxz105 ckxz105
Winter2020
78d9eae
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Winter 2020 Evaluation Latest
Latest

DSBOX TA2 system summited for Winter 2020 Evaluation

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Summer 2019 Evaluation

19 Feb 00:59
@ckxz105 ckxz105
Summer2019
dc1e693
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Summer 2019 Evaluation

Summer 2019 Evaluation

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Submission for Feb 2019

06 Mar 03:36
@kyao kyao
r2019-02
4bf908b
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Submission for Feb 2019

Submission for D3M Feb 2019

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P4ML 0.0.1-beta

22 May 22:35
@dgarijo dgarijo
0.0.1
8b5b27b
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P4ML 0.0.1-beta

First release of the P4ML system (ISI TA2). The system supports:

  • Generation of pipelines by using the D3M primitive catalog
  • Automated dataset featurization and profiling to create appropriate pipelines
  • Automated hyperparameter tuning of pipelines
  • Ensembling of best results.
  • Multiprocessing
  • Generation of best solution within a time budget.
Assets 2
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