ray — open-source software health

Maven · PyPI

100Exceptionalhealth index

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

Python · C++★ 43.4KAug 5, 2026

Apache-2.0Aug 5, 2026 · metrics 2.10.0

PyPI · crates.io

98Exceptionalhealth index

Eventual-Inc/Daft

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

Rust · Python · Jupyter Notebook★ 5,731↓ 6.3M/moAug 28, 2026

Apache-2.0Aug 28, 2026 · metrics 2.10.0

PyPI

96Exceptionalhealth index

aws/aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

Python · Jupyter Notebook★ 4,116Aug 12, 2026

Apache-2.0Aug 12, 2026 · metrics 2.10.0

PyPI

91Excellenthealth index

meta-pytorch/torchx

TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.

Python★ 427Jul 18, 2026

Custom licenseJul 18, 2026 · metrics 2.10.0

Go · npm

86Excellenthealth index

raids-lab/crater

Crater is a cloud-native AI training & inference platform.

TypeScript · Go · MDX★ 542Jul 28, 2026

Apache-2.0Jul 28, 2026 · metrics 2.10.0

crates.io

84Excellenthealth index

dimforge/parry

2D and 3D collision-detection library for Rust.