MartinWhat is Flyte?
It is an open-source, Kubernetes-native workflow orchestrator implemented in Go. It enables highly concurrent, scalable, and reproducible workflows for data processing, machine learning and analytics.
Flyte is a tool in the Development & Training Tools category of a tech stack.
Key Features
Write locally, execute remotelyScale as fast as your imaginationGive the power back to data practitioners and scientistsCreate extremely flexible data and ML workflows
Flyte Pros & Cons
Pros of Flyte
No pros listed yet.
Cons of Flyte
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Flyte Alternatives & Comparisons
What are some alternatives to Flyte?
NumPy
Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.
