Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Repository Index
74,362 visible repositories in the index
1–20 of 20 · Most stars
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
- bloom
- deep-learning
- distributed-systems
- language-models
Build, Manage and Deploy AI/ML Systems
- machine-learning
- model-management
- ai
- ml
Apache Beam is a unified programming model for Batch and Streaming data processing.
- python
- java
- big-data
- beam
Data-Centric Pipelines and Data Versioning
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
A lightweight data processing framework built on DuckDB and 3FS.
- data-processing
- duckdb
Distributed AI/LLM for the people. Share compute privately or publicly to power your agents and chat.
- agents
- ai
- decentralized
- distributed
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
💎多语言实现，高性能生成唯一数字ID。 💎优化的雪花算法（SnowFlake）——雪花漂移算法，在缩短ID长度的同时，具备极高瞬时并发处理能力（50W/0.1s）。 💎原生支持 C#/Java/Go/Rust/C/JavaScript/TypeScript/Python/Pascal 多语言，提供其它适用于其它语言的多线程安全调用动态库（FFI）。💎支持容器环境自动扩容（自动注册 WorkerId ），单机或分布式唯一IdGenerator。💎顶尖优化，超强效能。
- snowflake
- idgenerator
- dotnet
- rust
Distributed LLM inference. Connect home devices into a powerful cluster to accelerate LLM inference. More devices means faster inference.
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
Open MPI main development repository
- c
- hpc
- mpi
- fortran
Distributed self-replicating programs in Python
- python
- devops
- infrastructure
- ansible
nebulai's depin computing services
A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rewrites.
- spark
- dask
- data-practitioners
- machine-learning
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension.
- apache-iceberg
- apache-spark
- data-engineering
- delta-lake
Python MapReduce library written in Cython. Visit us in #hadoopy on freenode. See the link below for documentation and tutorials.
Tuple MapReduce for Hadoop: Hadoop API made easy