* chore: break up build steps to improve stability
* chore: break up build steps to improve stability
* chore: break up build steps to improve stability
* chore: break up build steps to improve stability
* chore: break up build steps to improve stability
* fix: repair failing speech tests
* update SAS url for audio2 test file
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Co-authored-by: Brendan Walsh <brwals@outlook.com>
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* add header provider
* add trident mwc token provider
* bug fix
* add fabric token provider in cog service
* make platform details work on executor
* use tokenservice endpoint instead of resolve at runtime
* fix style
* implement jwt parser
* add missing header
* fix fabric token issue for text analysis
* fix style
* use val and lazy val to replace var
* add private keyword; trim branches
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Co-authored-by: cruise <cruiseli@microsoft.com>
* OpenAI embeddings with GPU based KNN
Added OpenAI embeddings with GPU based KNN using NVIDIA Rapids
* Added databricks rapids ml init script
Added init script to install repids ml using cuda 11.8
* No outputs
Removed outputs
* Added testing code
With GPU KNN notebook test code
* Added GPU test code
Added GPU test code to OpenAI with KNN notebook
* Fixed extra bracket
* Removed extra bracket
* Update DatabricksUtilities.scala
Corrected brackets
* Update SynapseTests.scala
Removed tab
* Update SynapseTests.scala
Removed whitespace on the end
* Corrected Style errors
* Corrected init script location
* Removed invalid esc char
Fixed style errors
* Removed Fine-tune
Suggested by Mark
* removed init script text
* Update core/src/test/scala/com/microsoft/azure/synapse/ml/nbtest/DatabricksUtilities.scala
Added "Fine-tune" again
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* Update DatabricksUtilities.scala
Added Fine-tune back
* Reverse style changes
* Corrected style
* Added GPUInitScript to createClusterInPool
Create cluster using init script
* Corrected to have a separate Rapids test
* Update DatabricksRapidsTests.scala
Corrected parameters
* Update DatabricksUtilities.scala
Added Rapids cluster name
* Update DatabricksRapidsTests.scala
Reduced number of nodes to 1
* Update DatabricksRapidsTests.scala
Fixed imports
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Co-authored-by: Alexander Spiridonov <b-aleksandrs@microsoft.com>
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
Co-authored-by: Alexander <157773158+bvonodiripsa@users.noreply.github.com>
* Estimators for diff-in-diff, synthetic control and synthetic diff-in-diff
* add more params
* refactor
Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
* adding unit tests for linalg
* more unit tests
* Unit test for DiffInDiffEstimator
* more unit tests
* unit test for SyntheticControlEstimator
* unit test for SyntheticDiffInDiffEstimator
* logClass
* Python code gen
Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
* pyspark wrapper
* expose loss history
* fix bugs for synthetic control
* fix time effects for synthetic control estimator
* fix unit test
* add notebook
* fixing indexing logic
* add file headers
Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
* Add feature name to logClass call
* more scalastyle fixes
* More scalastyle and unit test fixes
* Python style fix
Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
* fix unit test
* fix more python style issue
* python style fix
* fix unit test
* Update core/src/main/scala/com/microsoft/azure/synapse/ml/causal/DiffInDiffEstimator.scala
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* Update core/src/main/scala/com/microsoft/azure/synapse/ml/causal/SyntheticControlEstimator.scala
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* Update core/src/main/scala/com/microsoft/azure/synapse/ml/causal/SyntheticDiffInDiffEstimator.scala
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* addressing comments
* extract some constants to findUnusedColumn
* Expose zeta as an optional parameter, also return the RMSE for unit weights and time weights fitting
* Replace constant TimeIdxCol and UnitIdxCol with findUnusedColumn
Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
* typo
* Adding notebook to sidebar
* fix bad merge
* address code review comments
* Update docs/Explore Algorithms/Causal Inference/Quickstart - Synthetic difference in differences.ipynb
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* clean synapse widget output state
* remove invalid image links
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Signed-off-by: Jason Wang <jasonwang_83@hotmail.com>
Co-authored-by: Mark Hamilton <mhamilton723@gmail.com>
* added the error handling for Langchain transformer
* test fix
* Revert "test fix"
This reverts commit 71445fa13d.
* fix test errors
* black reformatted
* put the error messages in the error column instead
* addressed the comments on tests
* name the temporary column in a way to avoid collision
* Revert "name the temporary column in a way to avoid collision"
This reverts commit b81acf4f25.
* modified uid to use model uid
Mark Hamilton
JessicaXYWang
Brendan Walsh
dependabot[bot]
CRUISE LI
Alexander Spiridonov
Jason Wang
sherylZhaoCode
Ikko Eltociear Ashimine