spark-connector
SynapseML
| spark-connector | SynapseML | |
|---|---|---|
| 1 | 18 | |
| 33 | 4,980 | |
| - | 0.4% | |
| 8.0 | 9.0 | |
| 4 months ago | 3 days ago | |
| Scala | Scala | |
| BSD 3-clause "New" or "Revised" License | 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.
spark-connector
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Ask HN: Seeking a Vector Database for ClickHouse Users – Suggestions Appreciated
Ha, great question! Coincidentally, at Weaviate, we are thinking about this too! There are a few ways to do this with AirByte (https://docs.airbyte.com/integrations/destinations/weaviate/) or (potentially) with Spark (https://github.com/weaviate/spark-connector). Would love to collaborate on this; feel free to reach out over Slack or so.
SynapseML
- FLaNK Stack Weekly for 12 September 2023
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Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.11.0
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Data science in Scala
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
- [N] Microsoft Announces New Integrations with OpenAI and MLFlow
- [N] Microsoft Releases new Integrations with OpenAI and MLflow as part of SynapseML
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[P] Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on large-scale data
Link to Release Notes: https://github.com/microsoft/SynapseML/releases/tag/v0.9.5
- Microsoft releases SynapseML v0.9.5 for distributed geospatial analytics, speech synthesis, and anomaly detection in PySpark.
- [P] SynapseML v0.9.5 announces support for geospatial analytics, speech synthesis, and anomaly detection on large-scale datasets
- Microsoft releases SynapseML v0.9.5 with support for speech synthesis, anomaly detection, and geospatial analytics on Apache Spark
What are some alternatives?
qdrant - Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
marqo - Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Tensorflow_scala - TensorFlow API for the Scala Programming Language
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Breeze - Breeze is a numerical processing library for Scala.
azure-kusto-spark - Apache Spark Connector for Azure Kusto
cobrix - A COBOL parser and Mainframe/EBCDIC data source for Apache Spark
Smile - Statistical Machine Intelligence & Learning Engine
spark-excel - A Spark plugin for reading and writing Excel files
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