Shot Influence

Update

This repo has been moved to CoachAI Projects and will no longer be maintained.

Introduction

This repository contains the source code for the paper accepted in ICDM'21: Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches

Getting started

Prerequisites

• python3==3.6.9
• numpy==1.17.2
• pandas==0.24.2
• tensorflow-gpu==2.0.0
• keras_self_attention
• ProSeNet
• DeepMoji
• ON-LSTM
• Transformer

Install

Download the project

• with CMD

git clone https://github.com/yao0510/Shot-Influence.git

Usage

Train a model

python training.py

Evaluate a model

python evaluate.py