dynamic-accuracies

To plot the graphs from the paper "Inexact Tensor Methods with Dynamic Accuracies" by N. Doikov and Yu. Nesterov (https://arxiv.org/abs/2002.09403) use the following commands.

The results will be placed into folder "plots/*".

Figure 1:

$ python3 run_experiment_logreg.py (It requires to download the files "data/mushrooms.txt", "data/w8a.txt", "data/a8a.txt" from https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ in advance).

Figure 2:

$ python3 run_experiment_logsumexp.py

Figures 3, 4:

$ python3 run_experiment_logsumexp_exact.py

Figure 5:

$ python3 run_experiment_logreg_exact.py (It requires to download the files "data/mushrooms.txt", "data/w8a.txt", "data/a8a.txt", "data/phishing.txt", "data/splice.txt" from https://www.csie.ntu.edu.tw/~cjlin/libsvmtools/datasets/ in advance).

Figure 6:

$ python3 run_experiment_averaging.py