Flyte
Kubernetes-native workflow orchestration for data and ML
Flyte is a structured programming and distributed processing platform for orchestrating data and machine learning pipelines on Kubernetes. It emphasizes reproducibility, versioning, and strong typing.
Key features
- Reproducible ML pipelines
- Strongly typed workflows
- Kubernetes-native execution
- Versioned task caching
Strengths
- Released under the Apache-2.0 license
- Kubernetes-ready with Helm charts available
- Mature project with 7.2k GitHub stars
- Written in Go
Flyte replaces
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