Flyte Alternatives
Similar projects and alternatives to flyte
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hera-workflows
Hera is an Argo Workflows Python SDK. Hera aims to make workflow construction and submission easy and accessible to everyone! Hera abstracts away workflow setup details while still maintaining a consistent vocabulary with Argo Workflows.
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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Celery-Kubernetes-Operator
An operator to manage celery clusters on Kubernetes (Work in Progress)
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knowledge-repo
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
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kubernetes-operator-roiergasias
'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition s
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SonarQube
Static code analysis for 29 languages.. Your projects are multi-language. So is SonarQube analysis. Find Bugs, Vulnerabilities, Security Hotspots, and Code Smells so you can release quality code every time. Get started analyzing your projects today for free.
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microservices-demo
Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenCensus.
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gleam
Fast, efficient, and scalable distributed map/reduce system, DAG execution, in memory or on disk, written in pure Go, runs standalone or distributedly. (by chrislusf)
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ploomber
The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
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optimus
Optimus is an easy-to-use, reliable, and performant workflow orchestrator for data transformation, data modeling, pipelines, and data quality management. (by odpf)
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goflow
A Golang based high performance, scalable and distributed workflow framework (by s8sg)
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flytesnacks
Flyte User-Guides and Tutorials - https://flytecookbook.readthedocs.io
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flower
[Proof of Concept] This is the simple implementation of the workflow engine that manages workflows composed of DAGs. (by d-tsuji)
flyte reviews and mentions
- Flyte 1.0
- Open source ML orchestration tool
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Seeking opinions on workflow/DAG orchestration with Go
Flyte
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[P] 5 essential features your MLOps platform may not have
All these together are so MLOps-specific, and we at Flyte, an open-source platform, have shipped these features already. A lot more visualization features are in the pipeline, and making ML-stuff such as datasets and models first-class entities is in the works. If you'd like to dig deeper, come join our community.
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Hacktoberfest: Flytesnacks Project "update tuple output examples"
I chose the flytekit project, which is one of the component repos of flyte and is the python SDK and tools of the Flyte project
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Contribute to Flyte for Hacktoberfest
While I was on my recent Hacktoberfest live stream we discovered Flyte. It's an open source project for machine learning and data processing. Flyte is a platform enabling workflows.
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[D] Productionalizing machine learning pipelines for small teams
The most important thing is versioning and reproducibility, https://github.com/flyteorg/flyte is an option for data pipelines but is quite complicated. As long as the path from raw data to input to the model is traceable any solution is fine.
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[P] Accelerate Your Machine Learning and Data Workflows to Production using Flyte!
You can check out Flyte here: https://github.com/flyteorg/flyte, and here is the website.
Stats
flyteorg/flyte is an open source project licensed under Apache License 2.0 which is an OSI approved license.
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