spark

There are 392 repositories under spark topic.

apache / spark
Apache Spark - A unified analytics engine for large-scale data processing
python scala r java big-data jdbc sql spark
Language:Scala 35870
donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras
Language:Python 25140
getredash / redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
redash python visualization analytics bi redshift bigquery athena mysql postgresql dashboard javascript business-intelligence databricks spark spark-sql hacktoberfest
Language:Python 23223
yeasy / docker_practice
Learn and understand Docker&Container technologies, with real DevOps practice!
docker book cloud-computing container kubernetes swarm mesos spark devops linux
Language:Go 22447
heibaiying / BigData-Notes
大数据入门指南 :star:
hadoop hdfs yarn mapreduce hive spark storm hbase scala kafka zookeeper flume azkaban sqoop phoenix bigdata big-data
Language:Java 13957
DataTalksClub / data-engineering-zoomcamp
Free Data Engineering course!
data-engineering kafka spark dbt docker prefect
Language:Jupyter Notebook 13737
flink-learning
zhisheng17 / flink-learning
flink learning blog. http://www.54tianzhisheng.cn/ 含 Flink 入门、概念、原理、实战、性能调优、源码解析等内容。涉及 Flink Connector、Metrics、Library、DataStream API、Table API & SQL 等内容的学习案例，还有 Flink 落地应用的大型项目案例（PVUV、日志存储、百亿数据实时去重、监控告警）分享。欢迎大家支持我的专栏《大数据实时计算引擎 Flink 实战与性能优化》
flink kafka elasticsearch spark redis mysql rocketmq hbase rabbitmq stream-processing streaming clickhouse loki influxdb opentsdb
Language:Java 13497
horovod / horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
tensorflow uber machine-learning machinelearning mpi baidu deep-learning deeplearning keras pytorch mxnet spark ray
Language:Python 13312
aalansehaiyang / technology-talk
汇总java生态圈常用技术框架、开源中间件，系统架构、数据库、大公司架构案例、常用三方类库、项目管理、线上问题排查、个人成长、思考等知识
java spring springboot dubbo kafka git hbase mycat spark es6
13254
deeplearning4j / deeplearning4j
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
java gpu deeplearning neural-nets deeplearning4j dl4j hadoop spark intellij artificial-intelligence python scala clojure linear-algebra matrix-library
Language:Java 12954
FavioVazquez / ds-cheatsheets
List of Data Science Cheatsheets to rule the world
datascience python r spark programming jupyter cheatsheet
12198
apache / doris
Apache Doris is an easy-to-use, high performance and unified analytics database.
olap database hadoop hive hudi iceberg real-time sql bigquery dbt delta-lake elt etl lakehouse query-engine redshift snowflake spark
Language:Java 8359
wangzhiwubigdata / God-Of-BigData
专注大数据学习面试，大数据成神之路开启。Flink/Spark/Hadoop/Hbase/Hive...
flink spark hadoop hdfs hive hbase kafka zookeeper bigdata flume azkaban
8262
Angel-ML / angel
A Flexible and Powerful Parameter Server for large-scale machine learning
high-dimensional machine-learning model online-learning parameter-server scala spark spark-streaming
Language:Java 6659
h2oai / h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
h2o machine-learning data-science deep-learning big-data ensemble-learning gbm random-forest naive-bayes pca opensource distributed java python r hadoop spark gpu automl h2o-automl
Language:Jupyter Notebook 6293
Alluxio / alluxio
Alluxio, data orchestration for analytics and machine learning in the cloud
alluxio memory-speed hadoop spark presto tensorflow data-analysis data-orchestration virtual-distributed-filesystem
Language:Java 6253
apache / zeppelin
Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.
scala java big-data zeppelin javascript spark flink database nosql
Language:Java 6056
delta-io / delta
An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs
spark acid big-data analytics delta-lake
Language:Scala 6027
donnemartin / dev-setup
macOS development environment setup: Easy-to-understand instructions with automated setup scripts for developer tools like Vim, Sublime Text, Bash, iTerm, Python data analysis, Spark, Hadoop MapReduce, AWS, Heroku, JavaScript web development, Android development, common data stores, and dev-based OS X defaults.
macos mac vim sublime-text bash iterm2 python spark aws cloud android-development cli git mysql postgresql mongodb redis elasticsearch nodejs linux
Language:Python 5942
mage-ai / mage-ai
🧙 The modern replacement for Airflow. Build, run, and manage data pipelines for integrating and transforming data.
machine-learning artificial-intelligence data data-engineering data-science python elt etl pipelines data-pipelines orchestration data-integration sql spark dbt pipeline reverse-etl transformation
Language:Python 4739
SynapseML
microsoft / SynapseML
Simple and Distributed Machine Learning
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
Language:Scala 4284
intel-analytics / BigDL
Fast, distributed, secure AI for Big Data
spark tensorflow keras pytorch bigdl analytics-zoo distributed-deep-learning python scala
Language:Jupyter Notebook 4217
PipelineAI / pipeline
PipelineAI Kubeflow Distribution
machine-learning artificial-intelligence tensorflow kubernetes cassandra spark kafka airflow docker redis neural-network gpu pipelineai tfx keras kubeflow pytorch scikit-learn
Language:Jsonnet 4160
yahoo / TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
tensorflow spark yahoo machine-learning cluster featured python scala
Language:Python 3850
Cyb3rWard0g / HELK
The Hunting ELK
hunting elasticsearch kibana logstash hunting-platforms elk elk-stack elastic docker jupyter-notebook threat-hunting spark dockerhub
Language:Jupyter Notebook 3525
lw-lin / CoolplaySpark
酷玩 Spark: Spark 源代码解析、Spark 类库等
spark spark-streaming structured-streaming sparkcore apache-spark
Language:Scala 3403
tobymao / sqlglot
Python SQL Parser and Transpiler
translation transpiler sql python parser optimizer bigquery duckdb hive mysql postgres presto snowflake spark sqlite sqlparser trino tsql clickhouse redshift
Language:Python 3308
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark spark-ml pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert xlnet tensorflow language-detection seq2seq machine-translation text-classification
Language:Scala 3269
databricks / koalas
Koalas: pandas API on Apache Spark
spark pandas pydata dataframe mlflow big-data data-science
Language:Python 3268
liyupi / sql-generator
🔨 用 JSON 来生成结构化的 SQL 语句，基于 Vue3 + TypeScript + Vite + Ant Design + MonacoEditor 实现，项目简单（重逻辑轻页面）、适合练手~
bigdata hive javascript json spark sql mysql typescript vite vue ant-design monaco-editor vue3
Language:Vue 3245
spark-notebook / spark-notebook
Interactive and Reactive Data Science using Scala and Spark.
apache-spark notebook scala data-science spark reactive
Language:JavaScript 3137
RoaringBitmap / RoaringBitmap
A better compressed bitset in Java
java bitset roaring-bitmaps roaringbitmap druid spark lucene
Language:Java 3102
apache / linkis
Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.
sql spark hive pyspark livy linkis engine storage resource-manager application-manager context-service scriptis udf hive-table rest-api jobserver thrift-server jdbc presto impala
Language:Java 3072
spark-jobserver / spark-jobserver
REST job server for Apache Spark
spark rest-api spark-jobserver scala
Language:Scala 2818
awslabs / deequ
Deequ is a library built on top of Apache Spark for defining "unit tests for data", which measure data quality in large datasets.
dataquality spark unit-testing scala
Language:Scala 2804
douban / dpark
Python clone of Spark, a MapReduce alike framework in Python
bigdata mapreduce dpark stream-processing spark python
Language:Python 2698

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