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Accession Number:

AD1122102

Title:

Democratizing Deep Learning with the ktrain Library

Author(s):

• Maiya, Arun S.

Author Organization(s):

• INSTITUTE FOR DEFENSE ANALYSES ALEXANDRIA VA

Report Date:

2020-04-01

Abstract:

The ktrain library is a free, open-source Python package developed by IDA researcher Arun Maiya to help build, tune, train, and deploy neural networks. The ktrain software package acts as a lightweight wrapper around the deep learning library Tensor FlowKeras (in addition to other libraries). It is designed to make sophisticated, state-of-the-art machine learning models easier to apply by domain experts who may have little experience in data science and artificial intelligence (AI). It is also well-suited for rapid prototyping by experienced practitioners.

Document Type:

Conference:

Journal:

Pages:

2

File Size:

0.66MB

Contracts:

Grants:

Descriptors:

• artificial intelligence
• machine learning
• neural networks
• information systems
• artificial intelligence software
• deep learning
• automated text summarization
• computer science
• data science
• social media
• automata theory
• social networks
• learning
• network science
• software prototyping
• aerial photography
• artificial intelligence computing
• satellite imaging
• classification
• computers

SubjectCategory:

• Mathematical and Computer Sciences
• Behavioral and Social Sciences

Communities of Interest:

• Autonomy

Distribution Statement:

Approved For Public Release

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