Senior Project 1 - Stock Price Prediction

Capstone project is made by Python

Table of contents

• Collecting data
• Preprocessing data
• Training LSTM Model
• Prediction from real data
• Trend direction prediction
• Deep Reinforcement Learning
• Results

Set up

To run this project, install it locally using git

git clone https://github.com/Syun1208/stock-price-prediction

Collecting data

You can download data from yahoo.com: DOGE-USD.csv, DOGE_TEST.csv.

It includes 1532 rows x 6 columns.

Preprocessing data

sc = MinMaxScaler(feature_range = (0, 1))

Training LSTM Model

Prediction from real data

Trend direction prediction

Deep Reinforcement Learning

Execute on Cloud System

Results

Totally, our experiments are reported in the link below.

Link: Results

Experiments: Colab