Numerical experiments for optima_tt method from teneva python package. This method finds items which relate to min and max elements of the tensor in the tensor train (TT) format. We use benchmarks from teneva_bm library for computations.
-
Create a virtual environment:
conda create --name optima_tt python=3.8 -y
-
Activate the environment:
conda activate optima_tt
-
Install dependencies:
pip install teneva==0.14.8 teneva_bm==0.8.5 seaborn==0.13.0 fpcross==0.5.5
-
Optionally delete virtual environment at the end of the work:
conda activate && conda remove --name optima_tt --all -y
Run python calc.py random_small, python calc.py function_small, python calc.py function_big, python calc.py random_small_hist, and python calc.py fpe. The results will be presented in the result folder.