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feature: add support to clarify.py for time series explainability jobs #4503

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Mar 21, 2024
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b620374
feature: Added components to support time series explainability with …
rvasahu-amazon Oct 18, 2023
af8b7de
Merge branch 'master' into master
rvasahu-amazon Oct 18, 2023
75204ad
fix: removed field use_future_covariates and related unit tests from …
rvasahu-amazon Oct 18, 2023
e7869cd
Merge branch 'master' into master
rvasahu-amazon Oct 18, 2023
23cbd0b
Merge branch 'aws:master' into master
rvasahu-amazon Oct 19, 2023
13fc3a8
Merge branch 'master' into master
rvasahu-amazon Oct 20, 2023
f885204
change: rename ``TimeSeriesDataConfig.analysis_config`` to ``time_ser…
rvasahu-amazon Oct 20, 2023
30d4472
change: validate DataConfig content_type and accept_type for TS exp.
rvasahu-amazon Oct 20, 2023
615ed86
change: reworked validation in AsymmetricSHAPConfig
rvasahu-amazon Oct 20, 2023
3af583e
change: time series case no longer uses _merge_explainability_configs
rvasahu-amazon Oct 20, 2023
39c485c
fix: minor style changes to meet formatting reqs
rvasahu-amazon Oct 20, 2023
8e6ec4d
Merge branch 'master' into master
rvasahu-amazon Oct 21, 2023
9712b73
change: modified how time_series_case flag is set
rvasahu-amazon Oct 21, 2023
99e8630
fix: set time_series_case to False to prevent exception
rvasahu-amazon Oct 21, 2023
cc636f7
change: params for ``TimeSeriesDataConfig`` now must all be same type
rvasahu-amazon Oct 21, 2023
9a93b78
Merge branch 'master' into master
rvasahu-amazon Oct 24, 2023
49ccb4b
Merge branch 'master' into master
rvasahu-amazon Oct 24, 2023
cf8512e
fix: schema entries for related_ts and item_metadata to keep list ite…
rvasahu-amazon Oct 24, 2023
ec1d7fa
change: remove forecast_horizon from TimeSeriesModelConfig
rvasahu-amazon Oct 24, 2023
61b02f8
fix: modified type hints in ``TimeSeriesDataConfig`` to match schema
rvasahu-amazon Oct 24, 2023
f07e95a
Merge branch 'master' into master
rvasahu-amazon Oct 25, 2023
0c28c4f
change: add errors when ts data or model config are given but no asym…
rvasahu-amazon Oct 25, 2023
d9a4719
Merge branch 'master' into master
rvasahu-amazon Oct 26, 2023
882dcd9
change: remove flag ``time_series_case``, modify unit tests accordingly
rvasahu-amazon Oct 26, 2023
4f927f2
Merge branch 'master' into master
rvasahu-amazon Oct 26, 2023
a4f7170
change: rename `AsymmetricSHAPConfig` to `AsymmetricShapleyValueConfig`
rvasahu-amazon Oct 26, 2023
4fade41
documentation: add description to ``AsymmetricShapleyValueConfig``
rvasahu-amazon Oct 26, 2023
aae3917
Merge branch 'master' into master
rvasahu-amazon Oct 31, 2023
d55e99a
change: split ``explanation_type`` into ``explanation_ direction`` an…
rvasahu-amazon Oct 31, 2023
1a09ad8
fix: rename ``explanation_granularity`` to ``granularity``
rvasahu-amazon Nov 1, 2023
bd42b11
Merge branch 'master' into master
rvasahu-amazon Nov 3, 2023
d63fab6
change: rename ``explanation_direction`` to ``direction``
rvasahu-amazon Nov 3, 2023
4453459
Merge branch 'master' into master
rvasahu-amazon Nov 3, 2023
87db488
Merge branch 'master' into master
rvasahu-amazon Nov 9, 2023
4acc5b1
Merge branch 'master' into master
rvasahu-amazon Nov 27, 2023
8003172
Merge branch 'master' into master
mufaddal-rohawala Dec 1, 2023
d0002bc
change: rename ``item_metadata`` to ``static_covariates``
rvasahu-amazon Dec 6, 2023
da0b8f7
fix: update clarify files to meet formatting reqs
rvasahu-amazon Dec 6, 2023
c604059
Merge branch 'master' into master
rvasahu-amazon Dec 6, 2023
63cd970
Merge branch 'master' into master
rvasahu-amazon Dec 7, 2023
a849d1c
change: require headers for time series explainability
rvasahu-amazon Dec 7, 2023
90bafe0
feat: add (early version of) baseline config to asym shap val config
rvasahu-amazon Dec 13, 2023
aed7511
Merge branch 'master' into master
rvasahu-amazon Dec 13, 2023
700ab47
Merge branch 'master' of github.com:rvasahu-amazon/sagemaker-python-sdk
rvasahu-amazon Dec 13, 2023
567a4db
refactor: change baseline config param names to keep with convention …
rvasahu-amazon Dec 13, 2023
467c679
refactor: baseline config from list to dictionary where key is item_i…
rvasahu-amazon Dec 13, 2023
66081d4
fix: set dataset_uri from s3_data_input_path
rvasahu-amazon Dec 14, 2023
e49daaf
Merge branch 'master' into master
rvasahu-amazon Dec 14, 2023
abafbdd
fix: undo previous bug fix
rvasahu-amazon Dec 14, 2023
90166ea
Merge branch 'aws:master' into master
rvasahu-amazon Mar 14, 2024
f62cb86
Merge branch 'aws:master' into master
rvasahu-amazon Mar 14, 2024
9e80a48
Merge branch 'aws:master' into master
rvasahu-amazon Mar 14, 2024
640dbd1
feat: add ``ITEM_RECORDS`` as a supported dataset format
rvasahu-amazon Mar 14, 2024
8aae27f
doc: make docs for TimeSeriesJSONDatasetFormat sphinx-compliant
rvasahu-amazon Mar 15, 2024
ef9659f
Merge branch 'master' into master
rvasahu-amazon Mar 15, 2024
bbeba31
feat: validation for asymmetric shapley value config baseline
rvasahu-amazon Mar 15, 2024
6d1312f
Merge branch 'master' into master
rvasahu-amazon Mar 18, 2024
a8ad1d1
feat: add validation for static covariates in tsx baseline
rvasahu-amazon Mar 18, 2024
b535f53
fix: add call to validate baseline static covariates method
rvasahu-amazon Mar 18, 2024
222fb75
fix: check if baseline dict is s3 uri in scv validation function
rvasahu-amazon Mar 18, 2024
ba8ac77
Merge branch 'master' into master
rvasahu-amazon Mar 19, 2024
311f486
fix: replace all added asserts with ValueError
rvasahu-amazon Mar 19, 2024
ff58181
Merge branch 'master' of github.com:rvasahu-amazon/sagemaker-python-sdk
rvasahu-amazon Mar 19, 2024
6274f5f
Merge branch 'master' into master
rvasahu-amazon Mar 19, 2024
89e6100
Merge branch 'master' into master
rvasahu-amazon Mar 20, 2024
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