# Dyadic Block Sketching Bandit

## Run bandit on synthetic dataset

```
usage: python test_synthetic.py [-h] [--method METHOD] [-l L] [-T T]

options:
  -h, --help       show this help message and exit
  --method METHOD  choose bandit model from "oful", "soful", "cbscfd", "dbsl"
  -l L             Sketch size
  -T T             Number of Rounds
```

## Run bandit on MNIST dataset

```
usage: python test_mnist.py [-h] [--method METHOD] [-l L] [-T T]

options:
  -h, --help       show this help message and exit
  --method METHOD  choose bandit model from "oful", "soful", "cbscfd", "dbsl"
  -l L             Sketch size
  -T T             Number of Rounds
```