tag: latest (this is a bad tag name and it is not the latest image)
Based on Neils Borie (ml-docker) but some packages updated and others removed.
In particular vowpal wabbit removed since the requirement for this seem to conflict with catboost (which needs np >= 1.16) and updated versions of sklearn image.
- pandas
- matplotlib
- Seaborn
- scikit-learn
- xgboost
- lightgbm
- catboost
- gensim
- TPOT
- hyperopt
- shap
- skope-rules
- h2o
tag: week 4
- Added category_encoders for week 4 material
- Fixed version of h2o
tag: week 5
- Added catboost dependencies for graphics
- Fixed versions of main packages
- Tidied dockerfile
tag: week 6
- Added vowpal wabbit (command line only)
- Added pycebox==0.0.1
- Added eli5==0.11.0
- Upgrade numpy to 1.20.3 else shap does not work
- Now removed yellowbrick==1.3.post1 because it causes a numpy version conflict
Original source: https://hub.docker.com/r/nielsborie/ml-docker/