SynapseML VS flink-cdc

Compare SynapseML vs flink-cdc and see what are their differences.

SynapseML

Simple and Distributed Machine Learning (by microsoft)
Spark Pyspark Azure Scala Microsoft ML Machine Learning Databricks cognitive-services Lightgbm HTTP model-deployment Deep Learning AI apache-spark Data Science Synapse Big Data Onnx OpenCV
Source Code
aka.ms
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flink-cdc

Flink CDC is a streaming data integration tool (by apache)
change-data-capture Cdc flink-connectors apache-flink Database flink-cdc
Source Code
nightlies.apache.org
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SynapseML flink-cdc
18 4
4,980 5,291
0.4% 2.5%
9.0 9.6
7 days ago 4 days ago
Scala Java
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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

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 2023-09-12.

flink-cdc

Posts with mentions or reviews of flink-cdc. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-12.

What are some alternatives?

When comparing SynapseML and flink-cdc you can also consider the following projects:

mmlspark - Simple and Distributed Machine Learning [Moved to: https://github.com/microsoft/SynapseML]

debezium - Change data capture for a variety of databases. Please log issues at https://issues.redhat.com/browse/DBZ.

isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

open-interpreter - A natural language interface for computers

Tensorflow_scala - TensorFlow API for the Scala Programming Language

flink-faker - A data generator source connector for Flink SQL based on data-faker.

deequ - Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.

FLaNK-Halifax - Community over Code, Apache NiFi, Apache Kafka, Apache Flink, Python, GTFS, Transit, Open Source, Open Data

Breeze - Breeze is a numerical processing library for Scala.

hrequests - 🚀 Web scraping for humans

azure-kusto-spark - Apache Spark Connector for Azure Kusto

MmFLaNK - Mm FLaNK Stack (MXNet, MiNiFi, Flink, NiFi, Kafka, Kudu) for AI-IoT

SynapseML vs mmlspark flink-cdc vs debezium SynapseML vs isolation-forest flink-cdc vs open-interpreter SynapseML vs Tensorflow_scala flink-cdc vs flink-faker SynapseML vs deequ flink-cdc vs FLaNK-Halifax SynapseML vs Breeze flink-cdc vs hrequests SynapseML vs azure-kusto-spark flink-cdc vs MmFLaNK