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Autoencoder
No due date Last updated over 1 year ago -
SAR improvement
No due date Last updated over 1 year ago -
Approximate NN implementations
No due date Last updated over 1 year ago -
GitHub Action Migration & CI Infra Enchancement
No due date Last updated over 1 year agoTo improve developer experience working with this repo, we will beg…
To improve developer experience working with this repo, we will begin migrating our DevOps pipelines into Github Action, along with consolidating documentations and leveraging popular DevOps tools like
tox
andflake8
.This migration to GitHub Action will be a sequence of updates to our DevOps infrastructures:
- Propose and draft the CI pipeline in Github Action
- Optimize build time for unit tests
- Enforce flake8 (coding style checks) on the build and clean up coding styles to pass flake8 checks
- Setup self-hosted machines to run our GPU workloads
- Run tests on the appropriate dependency subsets
- Create feature parity with the existing CI pipelines (pr-gates & night-build)
- Deprecate CI pipelines in ADO and switch to Github Actions
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Tests on AzureML
No due date Last updated over 4 years ago -
Deep Learning + Knowledge Graph Based Recommender Scenario
No due date Last updated over 4 years ago -
Alternative of hyperparameter tuning frameworks
No due date Last updated about 5 years agoLook into other open source alternatives and prioritize for development
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Documentation with Sphinx
No due date Last updated over 5 years ago -
MLHub
No due date Last updated over 5 years ago -
Scenario massive dataset with logistic regression with hashed feature on Spark
No due date Last updated over 5 years agoUse a small dataset, so people understand the usecase. The implemen…
Use a small dataset, so people understand the usecase. The implementation should we scalable. Then in the notebook explain with words how this could be extended to a massive dataset
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Universal Windows app demo for showing a recommendation system (windows, xbox, hololens, ios, android)
No due date Last updated over 5 years ago -
Batch scoring with AzureML
No due date Last updated almost 6 years ago