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I cover this topic quite a lot in my talks - Deep Learning in Java for software engineers. Today you can build pretty much any deep learning model in Java that
by suyash 6y ago
I cover this topic quite a lot in my talks - Deep Learning in Java for software engineers. Today you can build pretty much any deep learning model in Java that you can do with Python with availability of plenty of ML & Deep Learning frameworks for Java. If you're interested in this, check out projects like :
- https://djl.ai https://djl.ai
- https://deeplearning4j.org https://deeplearning4j.org
- https://github.com/tensorflow/java https://github.com/tensorflow/java
- https://github.com/pytorch/java-demo https://github.com/pytorch/java-demo
- https://www.deepnetts.com https://www.deepnetts.com
- https://tribuo.org https://tribuo.org
- ONNX support for Java
- MLFlow for Java https://docs.databricks.com/applications/mlflow/index.html https://docs.databricks.com/applications/mlflow/index.html
- SparkMLlib : https://spark.apache.org/mllib/ https://spark.apache.org/mllib/
All of the above listed projects allow one to perform Deep Learning Training and Deployment models into production. Happy to answer any questions on this subject. You can also sign up for my newsletter on this topic https://docs.google.com/forms/d/1oa_TtltDRmnov2bv5Cqo2Hiwfb0lBK8bSrVyPFFn7nw/edit https://docs.google.com/forms/d/1oa_TtltDRmnov2bv5Cqo2Hiwfb0...