deeplearning4j and deeplearning4j-examples

These are ecosystem siblings where the examples repository provides practical implementation guidance and use case demonstrations for the core deep learning framework.

deeplearning4j

Established

deeplearning4j-examples

Established

Maintenance 13/25

Adoption 10/25

Maturity 16/25

Community 25/25

Maintenance 6/25

Adoption 10/25

Maturity 16/25

Community 25/25

Stars: 14,210

Forks: 3,842

Downloads: —

Commits (30d): 0

Language: Java

License: Apache-2.0

Stars: 2,514

Forks: 1,823

Downloads: —

Commits (30d): 0

Language: Java

License: —

No Package No Dependents

About deeplearning4j

deeplearning4j/deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

SameDiff provides graph-based automatic differentiation with TensorFlow protobuf import, while ND4J's 500+ operations leverage LibND4J's optimized C++ backend with multi-platform support (AVX2/512 CPU, CUDA GPU, ARM). DataVec handles ETL across diverse formats (HDFS, Spark, images, video, audio, CSV), and the stack integrates Python4J for cpython execution—enabling end-to-end ML pipelines entirely on the JVM without leaving Java.

About deeplearning4j-examples

deeplearning4j/deeplearning4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

Related comparisons

deeplearning4j and djl deeplearning4j and JDLL deeplearning4j and Deeplearning4J deeplearning4j and Java-Deep-Learning-Cookbook deeplearning4j and Deeplearning4J

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