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khannaekta pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/madlib.git.
from 0729a6f DL: Restrict access to the custom functions table
new 6fd6d65 DL: Update test sql to reference to tablename created in the
same file
new f2b80f2 DL: [AutoML] Hyperopt implementation
new 88f2ebc Add MinWarning to remove extraneous INFO messages
new 2d6e599 DL: [AutoML] Add new class for Distribution rules
new c849dd0 DL: [AutoML] Split automl methods to their own files
new 30db0e6 Split`with` for multiple expressions into nested calls
new 6976c9f user docs and examples for automl
new 33c1a6d additional user docs updates about installing Dill and
Hyperopt
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repository and will be described in separate emails. The revisions
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Summary of changes:
src/ports/postgres/madpack/SQLCommon.m4_in | 2 +-
.../deep_learning/input_data_preprocessor.py_in | 18 +-
.../deep_learning/madlib_keras_automl.py_in | 523 +++---------
.../deep_learning/madlib_keras_automl.sql_in | 936 ++++++++++++++++++---
...l.py_in => madlib_keras_automl_hyperband.py_in} | 395 +++------
.../madlib_keras_automl_hyperopt.py_in | 458 ++++++++++
.../madlib_keras_custom_function.sql_in | 6 +-
.../madlib_keras_fit_multiple_model.py_in | 24 +-
.../deep_learning/madlib_keras_gpu_info.sql_in | 6 +-
.../deep_learning/madlib_keras_helper.py_in | 56 +-
.../madlib_keras_model_selection.py_in | 63 +-
.../deep_learning/madlib_keras_validator.py_in | 3 +-
.../deep_learning/test/madlib_keras_automl.sql_in | 459 ++++++----
.../test/madlib_keras_custom_function.sql_in | 8 +-
.../test/unit_tests/test_madlib_keras.py_in | 24 +-
.../test/unit_tests/test_madlib_keras_automl.py_in | 84 +-
.../test_madlib_keras_model_selection_table.py_in | 9 +-
src/ports/postgres/modules/lda/lda.sql_in | 27 +-
.../modules/utilities/text_utilities.sql_in | 5 +-
.../postgres/modules/utilities/utilities.py_in | 7 +
20 files changed, 2075 insertions(+), 1038 deletions(-)
copy src/ports/postgres/modules/deep_learning/{madlib_keras_automl.py_in =>
madlib_keras_automl_hyperband.py_in} (51%)
create mode 100644
src/ports/postgres/modules/deep_learning/madlib_keras_automl_hyperopt.py_in