Top Big Data repositories

Repositories with the GitHub topic “big-data”: 31 repositories with 515k stars between them, mostly written in Java, Scala and C++. The highest-rated is binhnguyennus/awesome-scalability, #366 on the bestofgithub Elo ladder.

Biggest movers this week

vespa-engine/vespa

Open on GitHubJava

The AI search platform

  • 1,430−6 Elo, change today
  • 7.1k stars
  • 752 forks
git
git clone https://github.com/vespa-engine/vespa.git
  • ai
  • big-data
  • java
  • machine-learning

delta-io/delta

Open on GitHubScala

An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

  • 1,522+13 Elo, change today
  • 9k stars
  • 2.2k forks
git
git clone https://github.com/delta-io/delta.git
  • acid
  • analytics
  • big-data
  • delta-lake

feast-dev/feast

Open on GitHubPython

The Open Source Feature Store for AI/ML

  • 1,450+11 Elo, change today
  • 7.3k stars
  • 1.4k forks
git
git clone https://github.com/feast-dev/feast.git
  • big-data
  • data-engineering
  • data-quality
  • data-science

apache/datafusion

Open on GitHubRust

Apache DataFusion SQL Query Engine

  • 1,616−5 Elo, change today
  • 9.5k stars
  • 2.6k forks
git
git clone https://github.com/apache/datafusion.git
  • arrow
  • big-data
  • dataframe
  • datafusion

h2oai/h2o-3

Open on GitHubJupyter Notebook

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.

  • 1,432+9 Elo, change today
  • 7.5k stars
  • 2k forks
git
git clone https://github.com/h2oai/h2o-3.git
  • automl
  • big-data
  • data-science
  • deep-learning

StarRocks/starrocks

Open on GitHubJava

The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.

  • 1,576−1 Elo, change today
  • 12.2k stars
  • 2.6k forks
git
git clone https://github.com/StarRocks/starrocks.git
  • analytics
  • big-data
  • cloudnative
  • database

Top 31 on the Elo ladder

  1. #366
    binhnguyennus/awesome-scalability

    The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

    2,030 Elo −3575.7k
  2. #556
    ClickHouse/ClickHouse

    ClickHouse® is a real-time analytics database management system

    1,955 Elo −3150.9kC++
  3. #662
    apache/spark

    Apache Spark - A unified analytics engine for large-scale data processing

    1,925 Elo 44.5kScala
  4. #1,646
    apache/flink

    Apache Flink

    1,767 Elo −3526.4kJava
  5. #1,716
    thingsboard/thingsboard

    All-in-one IoT Platform - Device management, data collection, processing and visualization.

    1,759 Elo −1722.6kJava
  6. #2,329
    donnemartin/data-science-ipython-notebooks

    Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark…

    1,693 Elo −5529.3kPython
  7. #2,356
    trinodb/trino

    Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL…

    1,690 Elo +1013.5kJava
  8. #3,309
    apache/datafusion

    Apache DataFusion SQL Query Engine

    1,616 Elo +199.5kRust
  9. #3,455
    heibaiying/BigData-Notes

    大数据入门指南 :star:

    1,608 Elo −1717kJava
  10. #3,518
    andkret/Cookbook

    The Data Engineering Cookbook

    1,604 Elo +515.5kPython
  11. #3,875
    prestodb/presto

    The official home of the Presto distributed SQL query engine for big data

    1,581 Elo −6516.7kJava
  12. #3,954
    StarRocks/starrocks

    The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility…

    1,576 Elo +1512.2kJava
  13. #4,853
    quickwit-oss/quickwit

    Cloud-native OSS search engine for observability

    1,526 Elo −811.7kRust
  14. #4,917
    apache/beam

    Apache Beam is a unified programming model for Batch and Streaming data processing.

    1,523 Elo −138.7kJava
  15. #4,951
    delta-io/delta

    An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark…

    1,522 Elo +299kScala
  16. #5,810
    provectus/kafka-ui

    Open-Source Web UI for Apache Kafka Management

    1,482 Elo −3712.3kJava
  17. #5,881
    catboost/catboost

    A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification…

    1,479 Elo +149.2kC++
  18. #6,013
    amark/gun

    An open source cybersecurity protocol for syncing decentralized graph data.

    1,473 Elo −2819.1kJavaScript
  19. #6,023
    apache/predictionio

    PredictionIO, a machine learning server for developers and ML engineers.

    1,472 Elo −2512.5kScala
  20. #6,199
    yahoo/CMAK

    CMAK is a tool for managing Apache Kafka clusters

    1,465 Elo −4111.9kScala
  21. #6,275
    arkime/arkime

    Arkime is an open source, large scale, full packet capturing, indexing, and database system.

    1,461 Elo +67.5kC
  22. #6,374
    cython/cython

    The most widely used Python to C compiler

    1,457 Elo −3110.8kCython
  23. #6,550
    feast-dev/feast

    The Open Source Feature Store for AI/ML

    1,450 Elo +297.3kPython
  24. #7,006
    vesoft-inc/nebula

    A distributed, fast open-source graph database featuring horizontal scalability and high availability

    1,433 Elo −312.4kC++
  25. #7,032
    h2oai/h2o-3

    H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) &…

    1,432 Elo +197.5kJupyter Notebook
  26. #7,084
    vespa-engine/vespa

    The AI search platform

    1,430 Elo +337.1kJava
  27. #7,109
    apache/couchdb

    Seamless multi-primary syncing database with an intuitive HTTP/JSON API, designed for reliability

    1,429 Elo 7kErlang
  28. #7,494
    hazelcast/hazelcast

    Hazelcast is a unified real-time data platform combining stream processing with a fast data store, allowing customers…

    1,414 Elo −136.6kJava
  29. #7,822
    apache/zeppelin

    Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and…

    1,402 Elo −66.6kJava
  30. #8,014
    apache/iotdb

    Apache IoTDB

    1,395 Elo +86.4kJava
  31. #9,806
    pachyderm/pachyderm

    Data-Centric Pipelines and Data Versioning

    1,274 Elo −106.3kGo