nomis51/poe-ml

Set of Python scripts to train models on Path of Exile stuff using Tensorflow.

Path of Exile Machine Learning

Set of Python scripts to train models on Path of Exile stuff using Tensorflow.

Models

List of the current models :

• Currency Type (e.g. It's a chaos orb) (Most used ones in trade for now)
• Stack Size (e.g. It's a stack of 12 currency) (Up to 40)
• Item Links (e.g. It's a 5L item) (2L, 3L, 4L, 5L, 6L, no link)
• Item Sockets (e.g. It's 4 sockets item) (1S, 2S, 3S, 4S, 5S, 5S, no socket)
• Socket Color (e.g. That socket is blue) (Blue, Red, Greeb, White, Abyssal)

Examples

Show the image:

Models anwser:

It's a ancient_orb. The stack size is 2.

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Show the image:

Models anwser:

It's a 5L and 6S item. Socket colors are green, red, red, green, red, blue.

Requirements

• Python 3.x

If you want to train on the GPU (it's a lot faster, then on the CPU) :

• CUDA Toolkit (NVIDIA Computing Toolkit)
• cuDNN (NVIDIA CUDA Deep Neural Network library)