A light python data science notebook docker image build common packages.
This repository build on docker-compose, so you have to setup docker-compose environment at first, please seek from google.
~ git clone git@github.com:classtag/docker-datascientist-notebook.git
~ cd data-science-notebook
~ ./start.sh
- notebook link: http://localhost:8888
It needs a password, you should get from head -n 100 /tmp/dsn.log
- tensorboard link: http://localhost:6006
You should write tensorflow log to directory /tflogs, then you can view it on the tensorboard.
- scikit-learn
- pandas
- numpy
- tensorflow
- keras
- pytorch-nightly-cpu
- torchvision-nightly-cpu
- fastai
- xgboost
- lightgbm
- tqdm