# Henry Hacker's .984 solution

I let Henry use my account to post his solution. Henry's a slacker hacker and tried to find simple solutions. You can his creative notebook here.
[Henry Hacker's Notebook](https://www.kaggle.com/code/robga/henrys-homework-marked-0-984-by-teacher)
Having looked at other notebooks Henry says he is particularly happy with his solutions for:
Wifi: finding a direct embedding that hid the flag.
[Wifi solution](https://www.kaggle.com/code/robga/henrys-homework-marked-0-984-by-teacher#Task-8.-WIFI.)
The flag is the order of the standard deviations of each row.
![STDDEV](assets/079cc2e2a73b5ff5375d5bb4.png)
Crop 1: Finding an optimal solution through score reverse engineering.
[Crop1 solution](https://www.kaggle.com/code/robga/henrys-homework-marked-0-984-by-teacher#Task-21.-CROP-1.)
The best image is a background of [223. 128. 114.] with a circle of circle [179. 222. 105.]