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Flyte

Organization that hosts the Flyte Project with all of the core components. Flyte is an LF AI & Data Graduated Project

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README.md

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Flyte is a workflow automation platform for complex, mission-critical data and ML processes at scale

We at Flyte are constantly striving to make MLOps better by providing off-the-shelf orchestration mechanisms to automate the way you build pipelines.

5️⃣ Reasons to Use Flyte

Kubernetes-Native Workflow Automation Platform
Ergonomic SDKs in Python, Java, and Scala
Versioned & Auditable
Reproducible Pipelines
Strong Data Typing

Show us some ❤️ by starring our repository!

Pinned

flyte Public

Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

Python 3k 309
flytekit Public

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

Python 119 126
flytesnacks Public

Flyte Documentation 📖

Jupyter Notebook 51 66

Repositories

flytekit-java Public
Java/Scala library for easily authoring Flyte tasks and workflows

Java 30 Apache-2.0 23 3 9 Updated Jan 12, 2023
flytekit Public
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

Python 119 Apache-2.0 126 0 39 Updated Jan 12, 2023
flyteidl Public
Specification of the IR for Flyte workflows and tasks. Also Interfaces for all backend services. https://docs.flyte.org/projects/flyteidl/en/stable/

Go 27 Apache-2.0 48 0 35 Updated Jan 12, 2023
flyte Public
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.

Python 3,014 Apache-2.0 309 543 (3 issues need help) 37 Updated Jan 11, 2023
flyteorg.github.io Public
flyte.org home 🏡

HTML 1 7 0 2 Updated Jan 11, 2023
homebrew-tap Public
Homebrew Tap for all public tools published in flyteorg

Ruby 3 Apache-2.0 1 0 0 Updated Jan 11, 2023
flytectl Public
A cross platform CLI for Flyte. Written in Golang. Offers an intuitive interface to Flyte https://docs.flyte.org/projects/flytectl/en/latest/

Go 31 Apache-2.0 47 0 17 Updated Jan 12, 2023
flytepropeller Public
FlytePropeller is a Kubernetes native operator, that executes Flyte Workflows and Tasks. It has its own kubectl-flyte CLI to interact and is extensible using the flyteplugins/pluginmachinery interface

Go 42 Apache-2.0 47 0 18 Updated Jan 11, 2023
flyteplugins Public
Flyte Backend Plugins contributed by the Flyte community.

Go 24 Apache-2.0 41 0 19 Updated Jan 12, 2023
flyteconsole Public
The user interface for Flyte

TypeScript 23 Apache-2.0 28 64 (1 issue needs help) 6 Updated Jan 11, 2023

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Most used topics

flyte hacktoberfest extensible machine-learning workflows

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