qbeast-spark
mmlspark
| qbeast-spark | mmlspark | |
|---|---|---|
| 12 | 2 | |
| 192 | 2,489 | |
| 4.7% | - | |
| 8.6 | 9.3 | |
| 4 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.
qbeast-spark
- Release 0.3.2 of qbeast-spark!
- Qbeast-Spark Visualizer!
- Release 0.3.1 of Qbeast Spark
-
Collaborative roadmap for qbeast-spark: Open Source Table Format
We want to develop qbeast-spark in an open way, so we publish a tentative Roadmap for this summer https://github.com/Qbeast-io/qbeast-spark/discussions/108
- qbeast-spark v0.2.0 available on Maven Central Repository
-
Datasource enabling multidimensional indexing and sampling pushdown
If you want to play with it, check out the Qbeast-Spark github
- Apache Spark Datasource enabling multidimensional indexing and sampling pushdown
- New DataSource enabling multi-columnar indexing and efficient data sampling
mmlspark
What are some alternatives?
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
SynapseML - Simple and Distributed Machine Learning
delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Clustering4Ever - C4E, a JVM friendly library written in Scala for both local and distributed (Spark) Clustering.
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]
Sparkplug - Spark package to "plug" holes in data using SQL based rules ⚡️ 🔌
incubator-gluten - Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.
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