Open source platform for the machine learning lifecycle
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May 16, 2025 - Python
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apache-spark
Apache Spark is an open source distributed general-purpose cluster-computing framework. It provides an interface for programming entire clusters with implicit data parallelism and fault tolerance.
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Simple and Distributed Machine Learning
microsoft http opencv data-science machine-learning scala big-data ai spark apache-spark deep-learning azure ml pyspark lightgbm cognitive-services databricks synapse model-deployment onnx
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May 15, 2025 - Scala
lakeFS - Data version control for your data lake | Git for data
go golang apache-spark aws-s3 google-cloud-storage data-engineering data-lake azure-storage data-version-control object-storage datalake hadoop-filesystem data-quality data-versioning azure-blob-storage apache-sparksql git-for-data lakefs datalakes
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May 17, 2025 - Go
酷玩 Spark: Spark 源代码解析、Spark 类库等
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May 18, 2022 - Scala
Interactive and Reactive Data Science using Scala and Spark.
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May 16, 2023 - JavaScript
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
kubernetes spark apache-spark kubernetes-operator kubernetes-controller kubernetes-crd google-cloud-dataproc
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May 14, 2025 - Go
BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray
python scala apache-spark pytorch keras-tensorflow bigdl distributed-deep-learning deep-neural-network analytics-zoo
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Mar 27, 2025 - Jupyter Notebook
.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
microsoft emr machine-learning streaming spark apache-spark csharp fsharp analytics dotnet azure bigdata spark-streaming dotnet-core dotnet-standard databricks spark-sql tpcds hdinsight tpch
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May 13, 2025 - C#
Apache Spark docker image
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Apr 21, 2023 - Shell
Feathr – A scalable, unified data and AI engineering platform for enterprise
data-science machine-learning apache-spark azure artificial-intelligence data-engineering feature-engineering data-quality mlops feature-store feature-management feature-marketplace feature-governance feature-metadata feature-platform
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Apr 4, 2024 - Scala
A curated list of awesome Apache Spark packages and resources.
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Oct 24, 2024 - Shell
Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning
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Aug 16, 2021 - Java
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
mysql python postgres sql apache-spark sqlite postgresql challenges pyspark mysql-database data-analysis exercises tableau sql-queries pgadmin mysqlworkbench mysql-notes digital-music-store sql-data-analysis
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Jul 18, 2022 - Jupyter Notebook
An end-to-end GoodReads Data Pipeline for Building Data Lake, Data Warehouse and Analytics Platform.
python airflow spark apache-spark scheduler s3 data-engineering data-lake warehouse redshift data-migration livy etl-framework apache-airflow emr-cluster etl-pipeline etl-job data-engineering-pipeline airflow-dag goodreads-data-pipeline
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Mar 9, 2020 - Python
This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]
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Jan 28, 2025 - Scala
PySpark + Scikit-learn = Sparkit-learn
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Dec 31, 2020 - Python
(Deprecated) Scikit-learn integration package for Apache Spark
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Dec 3, 2019 - Python
MapReduce, Spark, Java, and Scala for Data Algorithms Book
python java machine-learning scala apache-spark distributed-computing design-patterns pyspark mapreduce reducers partitioning hadoop-mapreduce distributed-algorithms mappers data-algorithms apache-hadoop
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Oct 14, 2024 - Java
GraphFrames is a package for Apache Spark which provides DataFrame-based Graphs
big-data spark apache-spark graphs networks dataframe dataframes network-motifs connected-components network-motif
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May 12, 2025 - Scala
Created by Matei Zaharia
Released May 26, 2014
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- apache/spark
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- spark.apache.org
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