Azure-Databricks-NYC-Taxi-Workshop
SynapseML
| Azure-Databricks-NYC-Taxi-Workshop | SynapseML | |
|---|---|---|
| 1 | 18 | |
| 98 | 4,986 | |
| - | 0.6% | |
| 0.0 | 9.0 | |
| about 1 year ago | about 24 hours 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.
Azure-Databricks-NYC-Taxi-Workshop
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What the FUCK do people with office jobs do for work?
Depends if you need to do a lot of intermediate processing on your data; like spatial joins, or doing more more interesting modeling of the data.
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?
spark-extension - A library that provides useful extensions to Apache Spark and PySpark.
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.
spark-nlp - State of the Art Natural Language Processing
Tensorflow_scala - TensorFlow API for the Scala Programming Language
scala - Scala 2 compiler and standard library. Bugs at https://github.com/scala/bug; Scala 3 at https://github.com/scala/scala3
deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
lila - ♞ lichess.org: the forever free, adless and open source chess server ♞
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