MAPAL has been published at PyPI repository
The source code of MAPAL is available at GitHub
Installing MAPAL:
Python 3 distribution must be installed on your system.
Use pip to install the MAPAL library by running following in the command line (internet connection required):
pip install mapal
Compatibility tested on :
Python version: 3.10.2
Operating systems: Windows 10/11, Ubuntu 20.04
Additional requirements :Â
numpy; pandas; tqdm; tensorflow; matplotlib; plotly; scikit-image
These are installed automatically during the pip installation (internet connection required)
Note: It is strongly recommended to use Tensorflow 2.8.0 for using pretrained_ML_mods and map_ML_predictions packages in MAPAL. Use of newer versions of tensorflow raises legacy issues that interfere with the loading of trained models.
A compatible virtual environment will be be linked here in the coming time.