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This project pulls past game data from api-football, and uses this to predict the outcome of future premier league matches with the use of classical machine learning techniques.

Home Page: http://matthaythornthwaite.pythonanywhere.com/

License: MIT License

Python 94.07% HTML 2.51% CSS 2.41% Batchfile 0.80% JavaScript 0.23%
football-prediction machine-learning scikit-learn python flask football premier-league data-science data-visualization prediction

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football_prediction_project's Issues

Project

Hi, how can i use this prediction project?
I dont know how to start..
Do you have a google colab?

Thanks a lot! :P

error running predictions.py

how to solve this error

Traceback (most recent call last):
File "predictions/predictions.py", line 168, in
clf = pickle.load(open(f'{path_to_model}', 'rb'))
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn_init_.py", line 80, in
from .base import clone
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\base.py", line 21, in
from .utils import IS_32BIT
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\utils_init
.py", line 23, in
from .class_weight import compute_class_weight, compute_sample_weight
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\utils\class_weight.py", line 7, in
from .validation import deprecate_positional_args
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\utils\validation.py", line 26, in
from .fixes import object_dtype_isnan
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\utils\fixes.py", line 18, in
import scipy.stats
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\scipy\stats_init
.py", line 367, in
from .stats import *
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\scipy\stats\stats.py", line 172, in
import scipy.special as special
File "C:\Users\OWNER\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\scipy\special_init
.py", line 641, in
from ._ufuncs import *
ImportError: DLL load failed: The specified module could not be found.

Here is all the package installed

Package Version


certifi 2023.11.17
chardet 3.0.4
click 8.1.7
colorama 0.4.6
cycler 0.11.0
Flask 1.1.2
fonttools 4.38.0
idna 2.10
importlib-metadata 6.7.0
itsdangerous 2.1.2
Jinja2 3.1.2
joblib 1.3.2
kiwisolver 1.4.5
MarkupSafe 2.1.3
matplotlib 3.2.2
numpy 1.18.5
packaging 23.2
pandas 1.0.5
pickleshare 0.7.5
Pillow 9.5.0
pyparsing 3.1.1
python-dateutil 2.8.2
pytz 2023.3.post1
requests 2.24.0
scikit-learn 0.23.1
scipy 1.2.1
seaborn 0.10.1
six 1.16.0
threadpoolctl 3.1.0
typing-extensions 4.7.1
urllib3 1.25.11
Werkzeug 2.2.3
zipp 3.15.0

run Football_Prediction_Project\predictions\predictions.py error

Hi , this is a very good project, but when I try to run an error, I tring to read your code to see if I can find the problem, the error location and information are as follows.

Football_Prediction_Project/predictions/predictions.py", line 140, in
predictions_raw = clf.predict_proba(df_for_predictions_r)
ValueError: Found array with 0 sample(s) (shape=(0, 14)) while a minimum of 1 is required.

Api key

How to put the api,
I put the correct API and it show error 403

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