Deeplearning4j Roadmap

• A REST API to work with SDKs for Python, Ruby, JS, etc.
• Benchmarks
• And plenty of documentation! --Japanese, Russian, German, French, Korean, Spanish translations, in roughly that order. --Recipes for use cases.
• Finish command-line interface (instant scaleout on what platforms?)
• Canova integration
• Hadoop/Spark certification
• Arbiter -- Platform-agnostic evaluation tool and scoring engine for machine learning algorithms. -- Hyperparameter Optimization -- Grid Search -- Bayesian Optimization -- Random Search -- Given a group of trained models, Arbiter ranks them over several runs. (The system keeps a record of the configurations used to train the models.) -- Scoring engine for serving user requests against a trained model
• Optimized GPUs
• Embedded Java for IoT
• Python SDK
• Clojure Wrapper