rhene/dsit repository overview

⁠DSIT Docker

Provides a Notebook environment for DSIT on Docker (include CUDA environment)
Some google colab specific features cannot be used.

⁠Based Docker image

• TensorFlow Jupyter
  https://hub.docker.com/r/tensorflow/tensorflow/tags?page=1&name=jupyter⁠

⁠Added Modules

⁠Python Modules

• pandas
• seaborn
• scikit-learn
• graphviz
• xgboost
• lightgbm
• imblearn
• pydot
• opencv-python
• tqdm
• imageio
• scikit-image
• statsmodels
• jupyterlab
• jupyterlab-language-pack-ja-JP

⁠Jupyter Extensions

• @lckr/jupyterlab_variableinspector
• @jupyterlab/git

⁠How to use

# TensorFlow-gpu 2.7.0
docker run -it --rm --gpus all -p 8888:8888 -t rhene/dsit:2.7.0-gpu

# TensorFlow 2.7.0
docker run -it --rm -p 8888:8888 -t rhene/dsit:2.7.0

# Jupyter Lab URL
# http://localhost:8888/lab?token=dsit