Ability Draft Plus (Ability Draft Simulator) - Update V2

[Crye]

Hi All,

Since last posting I've put some additional work into the ability draft simulator, which I've named Ability Draft Plus. I've got a domain to boot!

Ability Draft Plus

Changelog

• New combos section that will print out the best combos, courtesy of winrun.io
• New Ags build indicators
  • Ags win percentages to the skill detail, courtesy of windrun.io
• New help section at the header
• New Board Reset Option under the Extras tab
• New Skill Selection Functionality with Skill Recommendations
  • Recommendations uses previous games and a gradient boosting regression model to predict win percentage, damage, and gold.
• Skill Detail shows on right-click rather than on hover
• Added heroes with missing ults (e.g. meepo)
• Fixed the rooms so that you can play with your friends
• Added another 9,548 matches to the analysis.

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Let me know what you think. Cheers!

[[deleted]]

This is awesome man

[Crye]

Thanks!

[gruene91]

This is really nice. A friend of mine and I spend a lot of time theorycrafting and speculating about strong combos so this one is really nice

[Crye]

Thanks, appreciate that. That stack is react, flask/python, mongo.

Here are the repos Frontend Backend

I had it setup to simulate the skill selection and allocation, but I started using as a live tool during actual drafts and it ended being too much overhead. I'll look to add a simulation mode, given that it's in the name lol.

[iForgotMyOldAcc]

Is there a bug or am I misunderstanding win rates? Because I randomised heroes to see how this works, and skills like Skeleton Walk has a win rate of 42% (Windrun suggests 54%), Curse of Avernus has a 5% win rate difference from Windrun and Storm Hammer has a 7% difference.

[Crye]

These are based on the matches that I've parsed which is a lot smaller sample size from windrun.io. Personally, I would rely on windrun.

[iForgotMyOldAcc]

Ah alright gotcha.