delta-sharing
mmlspark
| delta-sharing | mmlspark | |
|---|---|---|
| 4 | 2 | |
| 683 | 2,489 | |
| 1.6% | - | |
| 7.8 | 9.3 | |
| 16 days ago | over 2 years ago | |
| Scala | Scala | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
delta-sharing
- Azure data lake - Data Share
-
Why are array databases not extremely popular and mature?
If you buy into the Spark point of view that parquet is a good way of storing images, https://delta.io/sharing/ is a F/OSS (linux foundation) solution.
- Delta Sharing: An Open Protocol for Secure Data Sharing
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Delta Sharing on premise
AFAIK there isn't another implementation other than the reference implementation and the Databricks Cloud implementation. We've found Databricks to be fairly good at responding to issues on Github. So you might want to [submit one and see what they say](https://github.com/delta-io/delta-sharing/issues).
mmlspark
What are some alternatives?
LakeSoul - LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
SynapseML - Simple and Distributed Machine Learning
LearningSparkV2 - This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Jupyter Scala - A Scala kernel for Jupyter
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications
metarank - A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
dblink - Distributed Bayesian Entity Resolution in Apache Spark