Top Distributed repositories

Repositories with the GitHub topic “distributed”: 34 repositories with 849k stars between them, mostly written in Java, C++ and Go. The highest-rated is tensorflow/tensorflow, #132 on the bestofgithub Elo ladder.

Biggest movers this week

higgsfield-ai/higgsfield

Open on GitHubJupyter Notebook

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

  • 1,586+9 Elo, change today
  • 6.3k stars
  • 1.2k forks
  • archived
git
git clone https://github.com/higgsfield-ai/higgsfield.git
  • cluster-management
  • deep-learning
  • distributed
  • llama

hatchet-dev/hatchet

Open on GitHubGo

🪓 An orchestration engine for background tasks, AI agents, and durable workflows

  • 1,560+16 Elo, change today
  • 8.2k stars
  • 537 forks
git
git clone https://github.com/hatchet-dev/hatchet.git
  • concurrency
  • dag
  • distributed
  • distributed-systems

dgraph-io/dgraph

Open on GitHubGo

high-performance graph database for real-time use cases

  • 1,553+10 Elo, change today
  • 21.8k stars
  • 1.6k forks
git
git clone https://github.com/dgraph-io/dgraph.git
  • database
  • distributed
  • go
  • knowledge-graph

optuna/optuna

Open on GitHubPython

A hyperparameter optimization framework

  • 1,624−3 Elo, change today
  • 15k stars
  • 1.4k forks
git
git clone https://github.com/optuna/optuna.git
  • distributed
  • hyperparameter-optimization
  • machine-learning
  • parallel

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

dtm-labs/dtm

Open on GitHubGo

A distributed transaction framework, supports workflow, saga, tcc, xa, 2-phase message, outbox patterns, supports many languages.

  • 1,345±0 Elo, change today
  • 10.9k stars
  • 997 forks
git
git clone https://github.com/dtm-labs/dtm.git
  • cadence
  • csharp
  • database
  • distributed

Top 34 on the Elo ladder

  1. #132
    tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    2,193 Elo −31201kC++
  2. #556
    ClickHouse/ClickHouse

    ClickHouse® is a real-time analytics database management system

    1,955 Elo −3150.9kC++
  3. #622
    mudler/LocalAI

    LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU…

    1,935 Elo −1850.3kGo
  4. #836
    ray-project/ray

    Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML…

    1,888 Elo −2244.2kPython
  5. #885
    nextcloud/server

    ☁️ Nextcloud server, a safe home for all your data

    1,878 Elo −837.5kPHP
  6. #1,161
    milvus-io/milvus

    Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

    1,832 Elo −1546.6kGo
  7. #2,110
    xuxueli/xxl-job

    A distributed task scheduling framework.(分布式任务调度平台XXL-JOB)

    1,715 Elo −6630.6kJava
  8. #2,496
    lightgbm-org/LightGBM

    A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree…

    1,676 Elo −118.9kC++
  9. #2,905
    ageron/handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

    1,644 Elo −9325.6kJupyter Notebook
  10. #2,968
    surrealdb/surrealdb

    Multi-model database for documents, graphs and real-time queries, embedded or distributed.

    1,639 Elo −2533.3kRust
  11. #3,056
    redisson/redisson

    Redisson: Valkey & Redis Java Client and Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Extends Valkey and…

    1,633 Elo −6024.4kJava
  12. #3,193
    optuna/optuna

    A hyperparameter optimization framework

    1,624 Elo +2015kPython
  13. #3,319
    taosdata/TDengine

    High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

    1,616 Elo −3525.1kC
  14. #3,561
    phoenixframework/phoenix

    Peace of mind from prototype to production

    1,601 Elo −3923.2kElixir
  15. #3,785
    higgsfield-ai/higgsfield

    Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with…

    1,586 Elo +746.3kJupyter Notebook
  16. #4,193
    dianping/cat

    CAT 作为服务端项目基础组件,提供了 Java, C/C++, Node.js, Python, Go…

    1,563 Elo −7018.9kJava
  17. #4,237
    hatchet-dev/hatchet

    🪓 An orchestration engine for background tasks, AI agents, and durable workflows

    1,560 Elo +608.2kGo
  18. #4,360
    dgraph-io/dgraph

    high-performance graph database for real-time use cases

    1,553 Elo +2121.8kGo
  19. #4,467
    microsoft/CNTK

    Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

    1,547 Elo −4217.5kC++
  20. #5,234
    teambit/bit

    AI-powered development workspaces with reusable components, architectural clarity and zero overhead.

    1,508 Elo −5518.5kTypeScript
  21. #5,529
    microsoft/nni

    An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural…

    1,495 Elo −1514.3kPython
  22. #5,648
    diaspora/diaspora

    A privacy-aware, distributed, open source social network.

    1,490 Elo −5013.6kRuby
  23. #7,006
    vesoft-inc/nebula

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

    1,433 Elo −312.4kC++
  24. #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
  25. #7,303
    apache/storm

    Apache Storm

    1,421 Elo −236.7kJava
  26. #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
  27. #7,748
    apache/flink-cdc

    Flink CDC is a streaming data integration tool

    1,405 Elo −256.4kJava
  28. #7,913
    PowerJob/PowerJob

    Enterprise job scheduling middleware with distributed computing ability.

    1,399 Elo −167.8kJava
  29. #8,094
    modin-project/modin

    Modin: Scale your Pandas workflows by changing a single line of code

    1,392 Elo −1010.3kPython
  30. #8,105
    Oneflow-Inc/oneflow

    OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

    1,391 Elo −139.4kC++
  31. #8,828
    ipfs/js-ipfs

    IPFS implementation in JavaScript

    1,359 Elo −127.3kJavaScript
  32. #8,891
    orbitdb/orbitdb

    Peer-to-Peer Databases for the Decentralized Web

    1,356 Elo −108.8kJavaScript
  33. #9,087
    dtm-labs/dtm

    A distributed transaction framework, supports workflow, saga, tcc, xa, 2-phase message, outbox patterns, supports many…

    1,345 Elo +1110.9kGo
  34. #9,090
    erikgrinaker/toydb

    Distributed SQL database in Rust, written as an educational project

    1,345 Elo −27.3kRust