SynapseML
Tensorflow_scala
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SynapseML | Tensorflow_scala | |
---|---|---|
18 | 0 | |
4,958 | 934 | |
0.8% | - | |
8.9 | 0.0 | |
6 days ago | almost 2 years 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
- 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.
Tensorflow_scala
We haven't tracked posts mentioning Tensorflow_scala yet.
Tracking mentions began in Dec 2020.
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.
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
Smile - Statistical Machine Intelligence & Learning Engine
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Squants - The Scala API for Quantities, Units of Measure and Dimensional Analysis