1 repository
Awesome GitHub RepositoriesModel Inference Integration
Integrating machine learning model predictions into distributed data processing systems.
Distinct from Big Data Processing: Focuses specifically on embedding model inference within big data pipelines, rather than general big data processing tasks.
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Awesome Model Inference Integration GitHub Repositories
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- deepjavalibrary/djl
deepjavalibrary/djl
4,828Vezi pe GitHubDeep Java Library is a Java deep learning framework and JVM model inference engine. It provides a high-level API for building and deploying deep learning models within the Java ecosystem, acting as a cross-platform runtime for executing models across CPUs, GPUs, and mobile devices. The library is engine-agnostic, allowing users to switch between different deep learning engines such as PyTorch, TensorFlow, and MXNet while maintaining a single unified API. This enables the deployment of the same model across different backends without changing the application code. The framework supports the f
Enables the integration of model inference into distributed big data processing frameworks for large-scale predictions.
Java
