ai-to-ai / soccer-predict-ml

Leagues

• Premier League (England)
• Premiership (Scotland)
• Bundesliga I (Germany)
• Serie A (Italy)
• La Liga (Spain)
• Ligue I (Franch)
• Eredivisie (Netherlands)
• Jupiler Pro League (Belgium)
• Liga I (Portugal)
• Super Lig (Turkey)
• Super League (Greece)
• Serie A (Brazil)
• Allsvenskan (Sweden)

Requirements

A requirements.txt file has been added to the project directory. However, the following table also presents the required libraries. Check the requirements.txt file for library versions.

Library/Module	Download Url	Installation
Python Language	https://www.python.org/	Download from website
Numpy	https://numpy.org/	pip install numpy
Pandas	https://pandas.pydata.org/	pip install pandas
Matplotlib	https://matplotlib.org/	pip install matplotlib
Seaborn	https://seaborn.pydata.org/	pip install seaborn
Scikit-Learn	https://scikit-learn.org/stable/	pip install scikit-learn
Imbalanced-Learn	https://imbalanced-learn.org/stable/	pip install imbalanced-learn
XGBoost	https://xgboost.readthedocs.io/en/stable/	pip install xgboost
Tensorflow	https://www.tensorflow.org/	pip install tensorflow
Tensorflow-Addons	https://www.tensorflow.org/addons	pip install tensorflow_addons
TKinter	https://docs.python.org/3/library/tkinter.html	pip install tk
Optuna	https://optuna.org/	pip install optuna
Fuzzy-Wuzzy	https://pypi.org/project/py-stringmatching (https://pypi.org/project/fuzzywuzzy/)	pip install fuzzywuzzy

To run pip commands, open CMD (windows) using Window Key + R or by typing cmd on the search. In linux, You can use the linux terminal.

Instructions (How to Run)

1. Download & Install python. During the installation, you should choose add to "Path" It is recommended to download python 3.9.
2. After you download & install python, you can Download the above libraries using pip module (e.g. pip install numpy). These modules can be installed via the cmd (in windows) or terminal (in linux). IMPORTANT: To download the correct versions, just add "==" after pip install to specify version, as described on requirements.txt file. For example, to install tensorlfow 2.9.1, you can use: pip install tensorflow==2.9.1.
3. On windows, you can double click the main.py file. Alternatively (Both Windows & Linux), You can open the cmd on the project directory and run: python main.py.

Common Errors

1. Cannot install tensorflow. In case this happens, email me the error. Sometimes it also requires visual studio to be installed. Download the community edition which is free here: https://pypi.org/project/py-stringmatching
2. pip command was not found in terminal. In this case, you forgot to choose add to Path option during the the installation of python. Delete python and repeat download instructions 1-3.
3. File main.py was not found. This is because when you open command line (cmd) tool on windows, or terminal on linux, the default directory that cmd is looking at is the home directory, not prophitbet directory. You need to navigate to prophitbet directory, where the main.py file exists. To do that, you can use the cd command. e.g. if prophitbit is downloaded on "Downloads" folder, then type cd Downloads/ProphitBet-Soccer-Bets-Predictor and then type python main.py
4. python command not found on linux. This is because python command is python3 on linux systems
5. Parsing date is wrong when trying to parse fixtures from the html file. The html file has many fixtures. Each fixture has a date. You need to specify the correct date of the fixture you are requesting, so the parser identifies the fixtures from the given date and grab the matches. You need to specify the date before importing the fixture file into program.

Supported Platforms

1. Windows
2. Linux
3. Mac