seq-datasource-v2
SynapseML
seq-datasource-v2 | SynapseML | |
---|---|---|
1 | 18 | |
10 | 5,091 | |
- | 0.1% | |
0.0 | 8.5 | |
almost 4 years ago | 30 days ago | |
Scala | Scala | |
Apache License 2.0 | MIT License |
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seq-datasource-v2
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?
parquet4s - Read and write Parquet in Scala. Use Scala classes as schema. No need to start a cluster.
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
spline - Data Lineage Tracking And Visualization Solution
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
isolation-forest - A distributed Spark/Scala implementation of the isolation forest algorithm for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
spark-daria - Essential Spark extensions and helper methods ✨😲
Breeze - Breeze is/was a numerical processing library for Scala.
spark-clickhouse-connector - Spark ClickHouse Connector build on DataSourceV2 API
Tensorflow_scala - TensorFlow API for the Scala Programming Language
seq-tickets - Issues, design discussions and feature roadmap for the Seq log server
cobrix - A COBOL parser and Mainframe/EBCDIC data source for Apache Spark