centurion-capital / dcos-jupyterlab-service

JupyterLab Notebook for Mesosphere DC/OS

dcos-jupyter-service

JupyterLab Notebook Docker Image tailored for Mesosphere DC/OS

Docker images built with the Dockerfile herein will enable support for:

• Apache Spark Apache Spark™ is a unified analytics engine for large-scale data processing.
• BeakerX BeakerX is a collection of kernels and extensions to the Jupyter interactive computing environment. It provides JVM support, Spark cluster support, polyglot programming, interactive plots, tables, forms, publishing, and more.
• Dask Dask is a flexible parallel computing library for analytic computing.
• Distributed Dask.distributed is a lightweight library for distributed computing in Python. It extends both the concurrent.futures and dask APIs to moderate sized clusters.
• JupyterLab JupyterLab is the next-generation web-based user interface for Project Jupyter.
• PyTorch Tensors and Dynamic neural networks in Python with strong GPU acceleration. PyTorch is a deep learning framework for fast, flexible experimentation.
• Ray Ray is a flexible, high-performance distributed execution framework.
  • Ray Tune: Hyperparameter Optimization Framework
  • Ray RLlib: Scalable Reinforcement Learning
• TensorFlow TensorFlow™ is an open source software library for high performance numerical computation.
• TensorFlowOnSpark TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters.
• XGBoost Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more.

Also includes support for:

• OpenID Connect Authentication and Authorization based on email address or User Principal Name (UPN) (for Windows Integrated Authentication and AD FS 4.0 with Windows Server 2016)
• HDFS connectivity
• S3 connectivity
• GPUs with the <image>:<tag>-gpu Docker Image variant built from Dockerfile-cuDNN

Mesosphere Jupyter Service Docker Images for Mesosphere DC/OS: https://hub.docker.com/r/mesosphere/mesosphere-jupyter-service/tags/

Related Docker Images:

• Apache Spark and Machine Learning Worker for Mesosphere DC/OS: https://hub.docker.com/r/mesosphere/mesosphere-data-toolkit/tags/

Built FROM: debian:jessie with Miniconda3

Made possible by and/or for:

• Mesosphere DC/OS
• Mesosphere DC/OS Enterprise
• Conda
• Anaconda
• Debian