cobrix
SynapseML
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cobrix | SynapseML | |
---|---|---|
1 | 18 | |
133 | 4,958 | |
1.5% | 0.8% | |
7.9 | 8.9 | |
2 months ago | 7 days 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.
cobrix
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Tracking mentions began in Dec 2020.
SynapseML
- FLaNK Stack Weekly for 12 September 2023
- Microsoft announces new tool for applying ChatGPT and GPT-4 at massive scales
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Data science in Scala
b) There are libraries around e.g. Microsoft SynapseML, LinkedIn Photon ML
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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
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Machine learning on JVM
Microsoft ML for Spark gets you a range of powerful ML features on Spark.
What are some alternatives?
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
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
delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
Smile - Statistical Machine Intelligence & Learning Engine
spark-excel - A Spark plugin for reading and writing Excel files
spark-nlp - State of the Art Natural Language Processing
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