Veles

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Veles is an open-source distributed machine learning platform for rapid deep learning application development. It includes a neural network engine, a Java bridge for Hadoop, and an audio feature extraction library.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is veles?

Veles is a distributed platform designed for rapid deep learning application development, released under the Apache 2.0 license. It comprises several key components, including the core Veles platform, the Znicz Plugin which serves as a neural network engine, and Mastodon, a bridge facilitating integration between Veles and Java-based systems like Hadoop. Additionally, it features a SoundFeatureExtraction library for audio processing. This platform is ideal for developers and researchers looking to build and deploy deep learning applications in a distributed environment, offering tools for both model development and data processing.

Best used for

Ideal for developers and researchers who need to build and deploy deep learning applications in a distributed environment, integrate with Java-based systems like Hadoop, and perform audio feature extraction. Especially valuable for those working with large-scale machine learning projects requiring robust infrastructure.

Common actions

develop deep learning models

deploy machine learning

process audio data

integrate with Hadoop

collaborationlow-code/no-codeautomated workflowopen-sourcedeepfakeworkflows"AI Agents"github copilotface swapping

Capabilities

Key features

Distributed machine learning
Neural network engine
Java bridge for Hadoop
Audio feature extraction

Target Audience

deep learning engineersmachine learning researchersdata scientistsdevelopers

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What is the primary purpose of the Veles platform?

Veles is designed as a distributed platform for the rapid development of deep learning applications. It provides the necessary infrastructure and components to build, train, and deploy neural networks efficiently across multiple systems.

How does Veles integrate with other systems like Hadoop?

Veles includes a component called Mastodon, which acts as a bridge between Veles and Java-based systems such as Hadoop. This allows for seamless integration and data exchange, enabling deep learning workflows within existing big data ecosystems.

What kind of license is Veles released under?

Veles is released under the Apache 2.0 license. This open-source license allows users to freely use, modify, and distribute the software, making it accessible for a wide range of research and development projects.

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This tool also appears in

Content & Design › Audio & Music Coding & Development › Open Source & Models Research & Education › Scientific Computing

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