Installation
using pip
The most easy way to install ai4water is using pip
pip install ai4water
However, if you are interested in using only specific module of ai4water, you can
choose to install dependencies related to that module only. For example
to use only machine learning based models use can use ml
option as Following
pip install ai4water[ml]
For list of all options see installation options.
using github link
You can also use github link to install ai4water.
python -m pip install git+https://github.com/AtrCheema/AI4Water.git
The latest code however (possibly with less bugs and more features) can be installed from dev
branch instead
python -m pip install git+https://github.com/AtrCheema/AI4Water.git@dev
To install the latest branch (dev) with all requirements use all
keyword
python -m pip install "AI4Water[all] @ git+https://github.com/AtrCheema/AI4Water.git@dev"
using setup.py file
go to folder where repository is downloaded
python setup.py install
installation options
The all
option will install all the dependencies. You can choose the dependencies
of particular sub-module by using the specific keyword. Following keywords are available
hpo
if you want hyperparameter optimization
post_process
if you want postprocessing
exp
for experiments sub-module
eda
for exploratory data analysis sub-module
ml
for classical machine learning models
tf
for using tensorflow
torch
for using pytorch