SynapseML
mmlspark
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| SynapseML | mmlspark | |
|---|---|---|
| 18 | 2 | |
| 4,964 | 2,489 | |
| 0.5% | - | |
| 8.9 | 9.3 | |
| 1 day ago | over 2 years ago | |
| Scala | Scala | |
| MIT 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.
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
mmlspark
What are some alternatives?
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polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Tensorflow_scala - TensorFlow API for the Scala Programming Language
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]
Breeze - Breeze is a numerical processing library for Scala.
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
azure-kusto-spark - Apache Spark Connector for Azure Kusto
Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications
Smile - Statistical Machine Intelligence & Learning Engine
dblink - Distributed Bayesian Entity Resolution in Apache Spark