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

Related Docker Images:

Made possible by and/or for:

Name		Name	Last commit message	Last commit date
Latest commit History 208 Commits
conf		conf
marathon		marathon
nginx		nginx
notebooks		notebooks
universe		universe
CHANGELOG.md		CHANGELOG.md
DEPLOY-STRICT.md		DEPLOY-STRICT.md
Dockerfile		Dockerfile
Dockerfile-cuDNN		Dockerfile-cuDNN
Dockerfile-data-toolkit		Dockerfile-data-toolkit
Dockerfile-data-toolkit-cuDNN		Dockerfile-data-toolkit-cuDNN
Jenkinsfile		Jenkinsfile
LICENSE		LICENSE
README.md		README.md
bash_profile		bash_profile
bashrc		bashrc
beakerx.json		beakerx.json
data-toolkit-root-conda-base-env.yml		data-toolkit-root-conda-base-env.yml
dircolors		dircolors
fix-permissions		fix-permissions
hadoop-env.sh		hadoop-env.sh
hadooprc		hadooprc
jupyter-root-conda-base-env.yml		jupyter-root-conda-base-env.yml
jupyter-root-conda-cudnn-env.yml		jupyter-root-conda-cudnn-env.yml
jupyter_notebook_config.py		jupyter_notebook_config.py
jupyter_notebook_template_config.py		jupyter_notebook_template_config.py
krb5.conf.mustache		krb5.conf.mustache
nginx.conf.mustache		nginx.conf.mustache
profile		profile
proxy.conf.mustache		proxy.conf.mustache
ray-worker-health-check.sh		ray-worker-health-check.sh
start-dask-worker.sh		start-dask-worker.sh
start-notebook.sh		start-notebook.sh
start-ray-worker.sh		start-ray-worker.sh
start-singleuser.sh		start-singleuser.sh
start-spark-history.sh		start-spark-history.sh
start-tensorboard.sh		start-tensorboard.sh
start-worker.sh		start-worker.sh
start.sh		start.sh

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