Predict item prices automatically in Path of Exile

[Domlenart]

Path of Exile items are sold on player driven market. The historical transaction data is available through an API in JSON format. I already wrote a tool that pulls the data, preprecesses it and puts it in a SQLlite database.

We could try applying different machine learning algorithms to predict prices on new items.

[Daniel-Mietchen]

Here's the game's website: https://www.pathofexile.com/game .

[Domlenart]

https://pathofexile.gamepedia.com/Public_stash_tab_API

[Domlenart]

https://github.com/Domlenart/PoE_Trader

[stolarczyk]

We started working on applying different machine learning algorhitms to the data and planned to improve thew predictions by filtering clear outliers using SVM.