SynapseML
cobrix
Our great sponsors
| SynapseML | cobrix | |
|---|---|---|
| 18 | 1 | |
| 4,967 | 133 | |
| 0.6% | 0.8% | |
| 8.9 | 7.8 | |
| 2 days ago | 5 days ago | |
| Scala | Scala | |
| MIT License | Apache License 2.0 |
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
cobrix
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I don't even feel bad for them...
Wait. Oh. Oh no. No no no...
What are some alternatives?
mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
Tensorflow_scala - TensorFlow API for the Scala Programming Language
spark-nlp - State of the Art Natural Language Processing
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
COBOL-Guide - COBOL Guide
Breeze - Breeze is a numerical processing library for Scala.
unlock-mainframe-data-files-on-aws - This solution is designed to help you unlock legacy mainframe data by migrating data files from mainframe systems to AWS. By migrating the data, you can make use of the powerful analytics, machine learning, and other services available in AWS to gain insights and make better decisions based on the data.
azure-kusto-spark - Apache Spark Connector for Azure Kusto
superbol-studio-oss - Open-Source part of the SuperBOL Studio, including the Vscode mode with LSP