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SynapseML Alternatives
Similar projects and alternatives to SynapseML
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SaaSHub
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FLiPStackWeekly
FLaNK AI Weekly covering Apache NiFi, Apache Flink, Apache Kafka, Apache Spark, Apache Iceberg, Apache Ozone, Apache Pulsar, and more...
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debug
A tiny JavaScript debugging utility modelled after Node.js core's debugging technique. Works in Node.js and web browsers
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BigDL
Discontinued Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc.
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LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
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mmlspark
Discontinued Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]
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deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better SynapseML alternative or higher similarity.
SynapseML discussion
SynapseML reviews and mentions
Posts with mentions or reviews of SynapseML.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-06-17.
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The Grug Brained Developer
> to see how they ended up in that situation
The "how" is almost always lack of discipline (or as I sometimes couch it, "imagination") but usually shit like https://github.com/microsoft/SynapseML/issues/405#:~:text=cl...
- 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
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A note from our sponsor - SaaSHub
www.saashub.com | 17 Aug 2026
Stats
Basic SynapseML repo stats
19
5,236
8.8
2 days ago
microsoft/SynapseML is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of SynapseML is Scala.
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