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databricks
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mlops-stacks
This repo provides a customizable stack for starting new ML projects on Databricks that follow production best-practices out of the box.
https://docs.databricks.com/en/dev-tools/bundles/mlops-stacks.html
Apache License 2.0
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Exit notebook without running model validation if feature store is used
#71
mingyu89
closed
1 year ago
2
Model validation with feature store should be supported.
#70
mingyu89
closed
1 month ago
7
Update doc for feature store and add TODOs
#69
mingyu89
closed
1 year ago
0
Fix model deployment
#68
mingyu89
closed
1 year ago
0
[ML-28918] Split terraform-cd into two actions: one for default branch, one for release branch
#67
zhe-db
closed
1 year ago
0
Fix feature store notebook flow
#66
arpitjasa-db
closed
1 year ago
1
Model validation improvements
#65
mingyu89
closed
1 year ago
0
Update docs and add doc for seting up monorepo
#64
mingyu89
closed
1 year ago
3
Fix github CD action
#63
mingyu89
closed
1 year ago
1
Plans to use Bicep for ML Resource Config as Code
#62
sjuratov
closed
10 months ago
1
Inconsistent formatting for strings
#61
DayneSorvisto
closed
1 year ago
0
Update pre_gen_project.py to use consistent format strings
#60
DayneSorvisto
closed
1 year ago
1
Update validation run name to training run name plus suffix. Add training run link to validation run description
#59
mingyu89
closed
1 year ago
0
[ML-27370] Add batch score inference using feature store
#58
zhe-db
closed
1 year ago
0
Create notebook and md file in mlops-stacks to enable inference table monitoring
#57
mingyu89
closed
1 year ago
2
Add file links to model validation doc
#56
mingyu89
closed
1 year ago
0
Support directly running ModelValidation notebook in addition to workflow jobs
#55
mingyu89
closed
1 year ago
0
Update post-gen hooks to cleanup feature store notebooks, if not selected
#54
vladimirk-db
closed
1 year ago
0
Add experiment name to terraform workflow input
#53
mingyu89
closed
1 year ago
4
Forbidden access to public github
#52
ptaban
closed
10 months ago
2
Specify default GitHub URL variable
#51
arpitjasa-db
closed
1 year ago
4
Add timestamp column and model version column to batch inference output table
#50
mingyu89
closed
1 year ago
1
Update MLOps stacks project layout
#49
mingyu89
closed
1 year ago
6
Create script for generating model monitoring setup notebook
#48
mingyu89
closed
1 year ago
1
[closed - ts column also needs to be added]Add model version column to batch inference output table
#47
mingyu89
closed
1 year ago
0
Update MLOps stacks project layout
#46
mingyu89
closed
1 year ago
1
[easy] Remove hard-coded MLOps Azure CUJ experiment name and model name
#45
mingyu89
closed
1 year ago
0
[easy] Fix model validation link in model version description
#44
mingyu89
closed
1 year ago
0
[ML-26956] Add support for Github Enterprise as CI/CD provider
#43
zhe-db
closed
1 year ago
0
[ML-27304][WIP] Remove unused env params in Feature Store ETL and Training notebooks
#42
zhe-db
closed
1 year ago
2
Add notebook for model validation and set up terraform job
#41
mingyu89
closed
1 year ago
1
Add Google Cloud support
#40
michael-chi
closed
6 months ago
3
Add Google Cloud Support
#39
michael-chi
closed
6 months ago
1
Bug: need to lowercase the project name when passing into azurerm_storage_account
#38
niall-turbitt
closed
1 year ago
1
Azure DevOps doc fix
#37
niall-turbitt
closed
1 year ago
0
Change Azure DevOp pipelines to be run automatically on a repo level
#36
jerrylian-db
closed
1 year ago
0
Add back TODOs in project profile yaml files
#35
mingyu89
closed
1 year ago
0
Need an additional Step added for Preprocessing Data after Ingest
#34
Chatterc
closed
10 months ago
1
This is a test
#33
mohamad-arabi
closed
1 year ago
1
Add output of notebooks/Train.py as PR comment
#32
mohamad-arabi
closed
1 year ago
0
Remove recipe todos from MLOps Setup README
#31
jerrylian-db
closed
1 year ago
0
packaging of project
#30
goldstein0101
closed
10 months ago
1
Troubleshoot AzureOps Guide: grpc: error while marshaling: string field contains invalid UTF-8
#29
chengyineng38
closed
1 year ago
1
Troubleshoot Azure DevOps guide: Issues arise when there's an existing resource group in the same subscription
#28
chengyineng38
closed
1 year ago
1
Fix MLflow Recipes links
#27
jerrylian-db
closed
1 year ago
2
Add Feature Store Readme.
#26
vladimirk-db
closed
1 year ago
0
Azure DevOps fixes
#25
niall-turbitt
closed
1 year ago
4
Update recipe spec to the new version of the recipe
#24
sunishsheth2009
closed
1 year ago
3
Tag clusters used for ADO CI/CD workflows
#23
smurching
closed
1 year ago
0
Order of selecting configuration parameters may be improved
#22
vadim
closed
10 months ago
1
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