Random forest regressor for financial machine learning

A simple programm to do financial predictions

Table of contents

1. Installation Process
2. Required Packages
3. Use it on your own machine
4. Found a bug
5. Known Issues

Installation process

1. Clone this project to your machine and cd into the folder
2. Set up a python virtual environment and activate it
3. Install required packages
4. Run the main.py

Required packages

appdirs==1.4.4
beautifulsoup4==4.12.3
certifi==2024.2.2
charset-normalizer==3.3.2
contourpy==1.2.1
cycler==0.12.1
fonttools==4.51.0
frozendict==2.4.1
html5lib==1.1
idna==3.6
joblib==1.3.2
kiwisolver==1.4.5
lxml==5.2.1
matplotlib==3.8.4
multitasking==0.0.11
numpy==1.26.4
packaging==24.0
pandas==2.2.1
peewee==3.17.1
pillow==10.3.0
pyparsing==3.1.2
python-dateutil==2.9.0.post0
pytz==2024.1
requests==2.31.0
scikit-learn==1.4.1.post1
scipy==1.13.0
seaborn==0.13.2
six==1.16.0
soupsieve==2.5
threadpoolctl==3.4.0
tzdata==2024.1
urllib3==2.2.1
webencodings==0.5.1
yfinance==0.2.37

Use it on your own machine

Since this is a huege project, I'd encourage you to clone and rename this project to use it for your own purposes. It is a good start point to develop more on it.

Found a bug

If you found a bug or would like to submit an improvement to this project, please submit an issue using the issues tab above. If you would like to submit a PR reference the issue you created.

Known Issues

Here is a list of known isssues we're working on.