-
Install
curl -sSL https://install.python-poetry.org | python3 -
-
Add
export PATH="$HOME/.local/bin:$PATH"
to.zshrc
(source) -
Use
poetry --version
-
Create new app
- In PyCharm with new poetry env
- manually using
mkdir
andpoetry init
-
Run
poetry install
-
Install
poetry add dara-core --extras all
-
Add base code to
main.py
-
Run
poetry run dara start
-
Visit http://0.0.0.0:8000/
-
Install dependencies to build a page that cna handle data:
poetry add scikit-learn
-
Create a
pages
subdir and add new pages in python there -
Add new pages to the main config using
config.add()
- Choose model from list of model e.g., RF, GBMs, SVM, ...
- More model validation metrics (ROC curve, precision/recall trade-off)
- More EDA (similar to pandas-profiling)
- Email address: adam[dot]jaamour[at]causalens[dot]com