For data scientists who need to deliver
The Skymind Intelligence Layer (SKIL) launches data science projects into production, quickly and easily. The platform bridges the gap between the Python ecosystem and the JVM with a cross-team platform for data scientists, data engineers, and DevOps/IT.
Starting with the Deeplearning4j open-source ecosystem, Skymind has expanded its offering into a full-scale deep learning platform.
Integrated with Hadoop and Spark, the platform is designed to be used in business environments on distributed GPUs and CPUs.
|Algorithms||RNNs, CNNs, and MLPs||✔||✔|
|DataVec||Data ETL Normalization and Vectorization||✔||✔|
|ND4J||High Performance Linear Algebra CPU and GPU Libraries||✔||✔|
|RL4J||Reinforcement Learning Algorithms||✔||✔|
|Model Server||Integrated Model Hosting, Management, and Version Control||LIMITED||✔|
|Model Import||Importing Pre-Trained Models from TensorFlow and Keras||✔||✔|
|Workspaces||Notebook System for Model Construction and Collaboration||LIMITED||✔|
|Hardware Acceleration||Managed CUDA for GPU and MKL for CPU||✔||✔|
|Integration Tooling||Native Integration with CDH and HDP||✔||✔|
|Somatic||Sensor Vision and Control Integration for Robotics||✖||✔|
|Forum Community||Access to Conversations, Videos, and Documentation||✔||✔|
|Service Level Agreement||Guaranteed Uptime and Response Times||✖||✔|
*Request enterprise demo to learn more about support levels.