Installing Aesara

In order to guarantee a complete installation including the necessary libraries, it is recommended to install Aesara via conda-forge into a clean environment. This can be done using either Mamba or Conda:

Mamba

mamba create --name=aesara-env --channel=conda-forge aesara
conda activate aesara-env

Conda

conda create --name=aesara-env --channel=conda-forge aesara
conda activate aesara-env

Alternatively, Aesara can be installed directly from PyPI using pip:

pip install aesara

The current development branch of Aesara can be installed from PyPI or GitHub using pip:

PyPI

pip install aesara-nightly

GitHub

pip install git+https://github.com/aesara-devs/aesara

Attention

To use the Numba or JAX backend you will need to install the corresponding library in addition to Aesara. Please refer to Numba’s installation instructions and JAX’s installation instructions respectively.