Introduction

Stock prices are affected by several factors, but eventually they are formed through a method called trading. By linking Kiwoom Securities' API and machine learning model, it was attempted to predict the rise/fall of stock prices according to changes in trading volume.

Skills

Tensorflow 1.x
Kiwoom API, PyQt5, Pyro4
Python, Windows OS

Features

• To receive real-time orderbook and basic information of a stock.
• To show UI for account status and stock trading using PyQt5.
• To process data receiving, stock trading, account data, and so on.
• To predict the rise/fall of stock prices through RNN model, and to buy/sell stocks.