AI stock trading bot

AI stock trading bot written in Python that has an average accuracy of 55-60%. An example showing how the bot works is the Intel company. It uses historical data provided by yfinance to predict next price moves. It is run and trained on 70 epochs you can change it to get a better accuracy. To run the model you just need to open main.ipynb file and run all the cells (do not forget about the requirements below). Important note I am not a financial advisor and you use this bot at your own risk.

Prerequisites

Installation process shown on Linux Ubuntu 20.04 LTS:

1. Update system before installation:

sudo apt update

2. Check your Python version:

python3 --version

3. If your Python version is lower than 3.8, install a newer version:

sudo apt install python3.8

4. Validate python version:

python3.8 --version

5. Install pip3:

sudo apt install python3-pip

6. Validate pip3 version:

pip3 --version

Python lib requirements

1. Pandas

You can install pandas by using pip:

pip install pandas

or you can visit official Pandas website here.

2. Numpy

Pip installation:

pip install numpy

official Numpy website here.

3. Tensorflow

You can install Tensorflow with pip and here is the full instalation process on official Tensorflow website. I recommend installing it in virtual environment instead of system installation.

4. Yahoo Finance

Pip installation:

pip install yfinance --upgrade --no-cache-dir

also check out the pypi website here with yfinance quick start where you can check how to use it.

5. Matplotlib

If you want to visualize your predictions and price history then you can install it using pip:

python -m pip install -U matplotlib

You can find full installation process on official matplotlib website here.

6. Import_ipynb

Pip installation:

pip install import-ipynb

pypi website here.

Conclusion

By using this bot for buying and trading assets, you do so at your own risk. This is not a financial advice to trade with it.