From 9d691709b4afa5a03b7ee37c4d15eb7a389b4367 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Micha=C3=ABl=20Halleux?= <mikahalleux@gmail.com>
Date: Thu, 21 Nov 2024 17:09:29 +0100
Subject: [PATCH 1/5] poetry removal

---
 .github/workflows/pytest.yaml          |   36 +-
 .github/workflows/script_pipeline.yaml |   48 +-
 .gitignore                             |    1 -
 poetry.lock                            | 3804 ------------------------
 pyproject.toml                         |   33 -
 5 files changed, 12 insertions(+), 3910 deletions(-)
 delete mode 100644 poetry.lock
 delete mode 100644 pyproject.toml

diff --git a/.github/workflows/pytest.yaml b/.github/workflows/pytest.yaml
index 6966e36..3bd29df 100644
--- a/.github/workflows/pytest.yaml
+++ b/.github/workflows/pytest.yaml
@@ -13,7 +13,6 @@ on:
       - completed
   workflow_dispatch:
 
-
 jobs:
   test:
     runs-on: ubuntu-latest
@@ -28,40 +27,13 @@ jobs:
           python-version: '3.10'
 
       #----------------------------------------------
-      #  -----  install & configure poetry  -----
-      #----------------------------------------------
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
-
-      #----------------------------------------------
-      #       load cached venv if cache exists
-      #----------------------------------------------
-      - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@v3
-        with:
-          path: .venv
-          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
-      #----------------------------------------------
-      # install dependencies if cache does not exist
+      # install dependencies
       #----------------------------------------------
       - name: Install dependencies
-        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-        run: poetry install --no-interaction --no-root
-      #----------------------------------------------
-      # install your root project, if required
-      #----------------------------------------------
-      - name: Install project
-        run: poetry install --no-interaction
-        
+        run: pip install -r requirements.txt
+
       #----------------------------------------------
       #              run test suite
       #----------------------------------------------
       - name: Run tests
-        run: |
-          source .venv/bin/activate
-          pytest tests/
+        run: pytest tests/
\ No newline at end of file
diff --git a/.github/workflows/script_pipeline.yaml b/.github/workflows/script_pipeline.yaml
index 9e0a0b5..793b411 100644
--- a/.github/workflows/script_pipeline.yaml
+++ b/.github/workflows/script_pipeline.yaml
@@ -27,63 +27,31 @@ jobs:
           python-version: '3.10'
 
       #----------------------------------------------
-      #  -----  install & configure poetry  -----
-      #----------------------------------------------
-      - name: Install Poetry
-        uses: snok/install-poetry@v1
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
-
-      #----------------------------------------------
-      #       load cached venv if cache exists
-      #----------------------------------------------
-      - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@v3
-        with:
-          path: .venv
-          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
-      #----------------------------------------------
-      # install dependencies if cache does not exist
+      # install dependencies
       #----------------------------------------------
       - name: Install dependencies
-        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-        run: poetry install --no-interaction --no-root
-      #----------------------------------------------
-      # install your root project, if required
-      #----------------------------------------------
-      - name: Install project
-        run: poetry install --no-interaction
+        run: pip install -r requirements.txt
+
       #----------------------------------------------
       #              run data collection
       #----------------------------------------------
       - name: Run data collection script
-        run: |
-          source $VENV
-          python run_data_collection.py
-      
+        run: python run_data_collection.py
+
       #----------------------------------------------
       #              run updates
       #----------------------------------------------
       #- name: Run updates script
-      #  run: |
-      #    source $VENV
-      #    python run_updates.py
+      #  run: python run_updates.py
 
       #----------------------------------------------
       #              run predictions
       #----------------------------------------------
       - name: Run predictions script
-        run: |
-          source $VENV
-          python run_predictions.py
+        run: python run_predictions.py
 
       #----------------------------------------------
       #              run evaluation
       #----------------------------------------------
       - name: Run evaluation script
-        run: |
-          source $VENV
-          python run_evaluation_per_season.py
+        run: python run_evaluation_per_season.py
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index ee29fdb..c730a95 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,5 @@
 mlruns/**
 htmlcov/**
-poetry.lock
 .coverage
 /raw_files/**
 /preprocessed_files/**
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 26070f9..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,3804 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
-
-[[package]]
-name = "aiofiles"
-version = "23.2.1"
-description = "File support for asyncio."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "aiofiles-23.2.1-py3-none-any.whl", hash = "sha256:19297512c647d4b27a2cf7c34caa7e405c0d60b5560618a29a9fe027b18b0107"},
-    {file = "aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a"},
-]
-
-[[package]]
-name = "aiohttp"
-version = "3.8.3"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.6"
-files = [
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-    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
-    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
-    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
-    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec"},
-    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
-    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
-    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
-    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
-    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
-    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-
-[[package]]
-name = "zipp"
-version = "3.20.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
-    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "~3.10"
-content-hash = "b61da951e631ca9342da07f2b9c9a711ec4117b3659d1ee6e86f739d12375024"
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 5f3eec3..0000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,33 +0,0 @@
-[tool.poetry]
-name = "europeanfootballleaguepredictor"
-version = "0.1.0"
-description = "A statistical/machine learning model that predicts the upcoming top european league football matches using advanced league table statistics"
-authors = ["nickpadd <nickpad1@hotmail.com>"]
-license = "MIT"
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = "~3.10"
-understat = "^0.1.12"
-numpy = "^2.1.0"
-loguru = "^0.7.2"
-matplotlib = "^3.9.2"
-seaborn = "^0.13.2"
-scikit-learn = "^1.5.1"
-gradio = "^4.42.0"
-sqlalchemy = "^2.0.32"
-undetected-chromedriver = "^3.5.5"
-plotly = "^5.23.0"
-pandas = "^2.2.2"
-tqdm = "^4.66.5"
-pretty-html-table = "^0.9.16"
-selenium = "^4.23.1"
-pyyaml = "^6.0.2"
-asyncio = "^3.4.3"
-argparse = "^1.4.0"
-mlflow = "^2.16.2"
-
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"

From 0f1c2e24e8711c2fff28809e3a032a060dfd0c7a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Micha=C3=ABl=20Halleux?= <mikahalleux@gmail.com>
Date: Thu, 21 Nov 2024 20:20:40 +0100
Subject: [PATCH 2/5] correction of the requirements.txt, improvement of the
 readme, creation of 2 scripts for installing the project.

---
 PROJECT-SETUP.bat | 56 +++++++++++++++++++++++++++++++++++++++
 PROJECT-SETUP.sh  | 55 ++++++++++++++++++++++++++++++++++++++
 README.md         | 67 +++++++++++++++++++----------------------------
 requirements.txt  |  5 ++--
 4 files changed, 141 insertions(+), 42 deletions(-)
 create mode 100644 PROJECT-SETUP.bat
 create mode 100755 PROJECT-SETUP.sh

diff --git a/PROJECT-SETUP.bat b/PROJECT-SETUP.bat
new file mode 100644
index 0000000..6d514cf
--- /dev/null
+++ b/PROJECT-SETUP.bat
@@ -0,0 +1,56 @@
+@echo off
+
+REM Function to find the correct Python binary
+setlocal enabledelayedexpansion
+
+set "required_version=3.9"
+set "max_version=4.0"
+
+for /f "tokens=*" %%I in ('where python*.exe') do (
+    for /f "tokens=*" %%J in ('%%I -c "import sys; print('.'.join(map(str, sys.version_info[:3])))"') do (
+        set "python_version=%%J"
+        for /f "tokens=1,2 delims=." %%K in ("!python_version!") do (
+            if %%K GEQ 3 (
+                if %%K LEQ 3 (
+                    if %%L GEQ 9 (
+                        if %%L LEQ 11 (
+                            if "!python_version!" LSS "!max_version!" (
+                                set "PYTHON=%%I"
+                                goto :found_python
+                            )
+                        )
+                    )
+                )
+            )
+        )
+    )
+)
+
+echo You must have a Python version higher than 3.9 and lower than 4.0 to launch this project.
+exit /b 1
+
+:found_python
+echo Using Python binary: %PYTHON%
+
+REM Display the platform machine
+for /f "tokens=*" %%I in ('%PYTHON% -c "import platform; print(platform.machine())"') do (
+    set "platform_machine=%%I"
+)
+echo Platform machine: %platform_machine%
+
+REM Clone the repository in the current directory
+git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
+
+REM Browse the project directory
+cd EuropeanFootballLeaguePredictor || exit /b 1
+
+REM Create a virtual environment
+%PYTHON% -m venv EFLPvenv
+
+REM Activate the virtual environment
+call EFLPvenv\Scripts\activate.bat
+
+REM Install dependencies for the project using the pip associated with the virtual environment
+EFLPvenv\Scripts\pip install -r requirements.txt
+
+echo The project has been successfully installed. Perform the following README steps.
\ No newline at end of file
diff --git a/PROJECT-SETUP.sh b/PROJECT-SETUP.sh
new file mode 100755
index 0000000..e34d899
--- /dev/null
+++ b/PROJECT-SETUP.sh
@@ -0,0 +1,55 @@
+#!/bin/bash
+
+# Function to find the correct Python binary
+find_python() {
+    local required_version="3.9"
+    local max_version="4.0"
+    local python_bins
+    python_bins=$(ls /usr/bin | grep -E '^python[0-9.]*$')
+
+    unalias -a # Temporarily disable aliases
+
+    for bin in $python_bins; do
+        if command -v "$bin" &>/dev/null; then
+            local python_version
+            python_version=$($bin -c 'import sys; print(".".join(map(str, sys.version_info[:3])))')
+            if [[ $(echo -e "$python_version\n$required_version" | sort -V | head -n1) == "$required_version" ]] && \
+               [[ $(echo -e "$python_version\n$max_version" | sort -V | head -n1) != "$max_version" ]]; then
+                echo "$bin"
+                return
+            fi
+        fi
+    done
+
+    echo -e "You must have a Python version higher than 3.9 and lower than 4.0 to launch this project.\n" >&2
+    exit 1
+}
+
+echo -e "\n \033[1;32m *** Setting up the project *** \033[0m \n"
+
+# Check if find_python exited with an error
+if ! PYTHON=$(find_python); then exit 1
+fi
+
+echo -e "Using Python binary: $PYTHON\n"
+
+# Display the platform machine
+platform_machine=$($PYTHON -c 'import platform; print(platform.machine())')
+echo -e "Platform machine: $platform_machine\n"
+
+# Clone the repository in the current directory
+git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
+
+# Browse the project directory
+cd EuropeanFootballLeaguePredictor || exit
+
+# Create a virtual environment
+$PYTHON -m venv EFLPvenv
+
+# Activate the virtual environment
+source EFLPvenv/bin/activate
+
+# Install dependencies for the project using the pip associated with the virtual environment
+EFLPvenv/bin/pip install -r requirements.txt
+
+echo -e "\n \033[1;32m *** The project has been successfully installed. Perform the following README steps. *** \033[0m \n"
\ No newline at end of file
diff --git a/README.md b/README.md
index 18f3b02..53aa047 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# EuropeanFotballLeaguePredictor
+# EuropeanFootballLeaguePredictor
 
 EuropeanFootballLeaguePredictor is a predictor of europes top league games based on historic performances of teams, taking into account only advanced league table statistics. It uses traditional machine learning techniques and statistical modeling in order to deduct data driven predictions based on the team’s season performance and recent form. The EuropeanFootballLeaguePredictor includes EnglishPremierLegue, La Liga, Ligue 1, Bundesliga, Serie A. 
 
@@ -14,48 +14,35 @@ The [EuropeanFootballLeaguePredictor Github Page](https://nickpadd.github.io/Eur
 
 
 ## How to run the project
-### Installing Project Dependencies
-1. Clone this repository to your local machine or download the project files.
+### Haven’t installed the project yet? Time to dive in!
 
-   ```bash
-   git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
-
-2. Navigate to the project directory using the command line.
-    ```bash
-    cd EuropeanFootballLeaguePredictor
-
-- Managing dependencies with Poetry: 
-    - Installing poetry:
-    ```bash
-    pip install poetry 
-    ```
-    - Installing project dependencies:
-    ```bash
-    poetry install
-    ```
+1. Download the file *PROJECT-SETUP.sh* (**or the '.bat' for Windows users**) from the repository and place it in the
+folder where you want to install the project.
+2. Open the terminal and navigate to the folder where the 'PROJECT-SETUP.sh' file is located.
+3. Run the following command in the terminal:
+- macOS/Linux users
+```bash
+bash PROJECT-SETUP.sh
+```
+- Windows users
+```bash
+PROJECT-SETUP.bat
+```
 
-    - Running the poetry shell (a virtual environment with the dependencies installed):
-    ```bash
-    poetry shell
+The script will install the project dependencies and create a virtual environment for the project.<br>
+**Wait until it's finished and don't close the terminal.**
 
-- Alternative method via venv:
-    - Create a virtual environment using venv:
-    ```bash
-    python3 -m venv venv
-    ```
-    - Activate the virtual environment:
-        - On Windows:
-        ```bash
-        venv\Scripts\activate
-        ```
-        - On macOS/Linux:
-        ```bash
-        source venv/bin/activate
-        ```
-    - Install requirements:
-    ```bash
-    pip install -r requirements.txt
-    ```
+### (Already) installed the project? Let's get started!
+1. Open the terminal and navigate to the project folder *EuropeanFootballLeaguePredictor*.
+2. Run the following command in the terminal:
+- macOS/Linux users
+```bash
+source EFLPvenv/bin/activate
+```
+- Windows users
+```bash
+EFLPvenv\Scripts\activate
+``` 
 
 ### Configuration
 The configuration file europeanfootballleaguepredictor/config/config.yaml includes many of the models parameters such as:
diff --git a/requirements.txt b/requirements.txt
index 0f6ccc0..016cf37 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -35,7 +35,7 @@ gitdb==4.0.11 ; python_version >= "3.9" and python_version < "4.0"
 gitpython==3.1.40 ; python_version >= "3.9" and python_version < "4.0"
 gradio-client==0.7.0 ; python_version >= "3.9" and python_version < "4.0"
 gradio==4.7.1 ; python_version >= "3.9" and python_version < "4.0"
-greenlet==3.0.1 ; python_version >= "3.9" and python_version < "4.0" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32")
+greenlet==3.0.1 ; python_version >= "3.9" and python_version < "4.0" and (platform_machine == "arm64" or platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32")
 gunicorn==21.2.0 ; python_version >= "3.9" and python_version < "4.0" and platform_system != "Windows"
 h11==0.14.0 ; python_version >= "3.9" and python_version < "4.0"
 httpcore==1.0.2 ; python_version >= "3.9" and python_version < "4.0"
@@ -115,6 +115,7 @@ typer[all]==0.9.0 ; python_version >= "3.9" and python_version < "4.0"
 typing-extensions==4.8.0 ; python_version >= "3.9" and python_version < "4.0"
 tzdata==2023.3 ; python_version >= "3.9" and python_version < "4.0"
 understat==0.1.11 ; python_version >= "3.9" and python_version < "4.0"
+undetected-chromedriver==3.4.6 ; python_version >= "3.9" and python_version < "4.0"
 urllib3==2.1.0 ; python_version >= "3.9" and python_version < "4.0"
 uvicorn==0.24.0.post1 ; python_version >= "3.9" and python_version < "4.0"
 waitress==2.1.2 ; python_version >= "3.9" and python_version < "4.0" and platform_system == "Windows"
@@ -123,4 +124,4 @@ websockets==11.0.3 ; python_version >= "3.9" and python_version < "4.0"
 werkzeug==3.0.1 ; python_version >= "3.9" and python_version < "4.0"
 win32-setctime==1.1.0 ; python_version >= "3.9" and python_version < "4.0" and sys_platform == "win32"
 yarl==1.9.3 ; python_version >= "3.9" and python_version < "4.0"
-zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"
+zipp==3.17.0 ; python_version >= "3.9" and python_version < "4.0"
\ No newline at end of file

From e7820c2a583f8a496e740d9f528466738aba8f83 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Micha=C3=ABl=20Halleux?= <mikahalleux@gmail.com>
Date: Sun, 24 Nov 2024 00:32:21 +0100
Subject: [PATCH 3/5] Better files naming and improvement of the workflow in
 the Readme.

---
 README.md                                  | 31 +++++++++++-----------
 PROJECT-SETUP.bat => run_project_setup.bat | 12 +++------
 PROJECT-SETUP.sh => run_project_setup.sh   | 12 +++------
 3 files changed, 21 insertions(+), 34 deletions(-)
 rename PROJECT-SETUP.bat => run_project_setup.bat (82%)
 rename PROJECT-SETUP.sh => run_project_setup.sh (84%)

diff --git a/README.md b/README.md
index 53aa047..161539a 100644
--- a/README.md
+++ b/README.md
@@ -15,19 +15,20 @@ The [EuropeanFootballLeaguePredictor Github Page](https://nickpadd.github.io/Eur
 
 ## How to run the project
 ### Haven’t installed the project yet? Time to dive in!
-
-1. Download the file *PROJECT-SETUP.sh* (**or the '.bat' for Windows users**) from the repository and place it in the
-folder where you want to install the project.
-2. Open the terminal and navigate to the folder where the 'PROJECT-SETUP.sh' file is located.
+1. Clone this repository to your local machine or download the project files.
+   ```bash
+   git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
+2. Navigate to the project directory using the command line.
+    ```bash
+    cd EuropeanFootballLeaguePredictor
 3. Run the following command in the terminal:
 - macOS/Linux users
-```bash
-bash PROJECT-SETUP.sh
-```
+  ```bash
+  bash run_project_setup.sh
+
 - Windows users
-```bash
-PROJECT-SETUP.bat
-```
+  ```bash
+  run_project_setup.bat
 
 The script will install the project dependencies and create a virtual environment for the project.<br>
 **Wait until it's finished and don't close the terminal.**
@@ -36,13 +37,11 @@ The script will install the project dependencies and create a virtual environmen
 1. Open the terminal and navigate to the project folder *EuropeanFootballLeaguePredictor*.
 2. Run the following command in the terminal:
 - macOS/Linux users
-```bash
-source EFLPvenv/bin/activate
-```
+  ```bash
+  source eflp_venv/bin/activate
 - Windows users
-```bash
-EFLPvenv\Scripts\activate
-``` 
+  ```bash
+  eflp_venv\Scripts\activate
 
 ### Configuration
 The configuration file europeanfootballleaguepredictor/config/config.yaml includes many of the models parameters such as:
diff --git a/PROJECT-SETUP.bat b/run_project_setup.bat
similarity index 82%
rename from PROJECT-SETUP.bat
rename to run_project_setup.bat
index 6d514cf..89f03a8 100644
--- a/PROJECT-SETUP.bat
+++ b/run_project_setup.bat
@@ -38,19 +38,13 @@ for /f "tokens=*" %%I in ('%PYTHON% -c "import platform; print(platform.machine(
 )
 echo Platform machine: %platform_machine%
 
-REM Clone the repository in the current directory
-git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
-
-REM Browse the project directory
-cd EuropeanFootballLeaguePredictor || exit /b 1
-
 REM Create a virtual environment
-%PYTHON% -m venv EFLPvenv
+%PYTHON% -m venv eflp_venv
 
 REM Activate the virtual environment
-call EFLPvenv\Scripts\activate.bat
+call eflp_venv\Scripts\activate.bat
 
 REM Install dependencies for the project using the pip associated with the virtual environment
-EFLPvenv\Scripts\pip install -r requirements.txt
+eflp_venv\Scripts\pip install -r requirements.txt
 
 echo The project has been successfully installed. Perform the following README steps.
\ No newline at end of file
diff --git a/PROJECT-SETUP.sh b/run_project_setup.sh
similarity index 84%
rename from PROJECT-SETUP.sh
rename to run_project_setup.sh
index e34d899..89dfaf2 100755
--- a/PROJECT-SETUP.sh
+++ b/run_project_setup.sh
@@ -37,19 +37,13 @@ echo -e "Using Python binary: $PYTHON\n"
 platform_machine=$($PYTHON -c 'import platform; print(platform.machine())')
 echo -e "Platform machine: $platform_machine\n"
 
-# Clone the repository in the current directory
-git clone https://github.com/nickpadd/EuropeanFootballLeaguePredictor
-
-# Browse the project directory
-cd EuropeanFootballLeaguePredictor || exit
-
 # Create a virtual environment
-$PYTHON -m venv EFLPvenv
+$PYTHON -m venv eflp_venv
 
 # Activate the virtual environment
-source EFLPvenv/bin/activate
+source eflp_venv/bin/activate
 
 # Install dependencies for the project using the pip associated with the virtual environment
-EFLPvenv/bin/pip install -r requirements.txt
+eflp_venv/bin/pip install -r requirements.txt
 
 echo -e "\n \033[1;32m *** The project has been successfully installed. Perform the following README steps. *** \033[0m \n"
\ No newline at end of file

From 7ae0f29dfffee14399f4d14f9bcea1ee64c30f9d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Micha=C3=ABl=20Halleux?= <mikahalleux@gmail.com>
Date: Mon, 25 Nov 2024 19:59:03 +0100
Subject: [PATCH 4/5] Managing pyenv python version

---
 run_project_setup.sh | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/run_project_setup.sh b/run_project_setup.sh
index 89dfaf2..6c165ac 100755
--- a/run_project_setup.sh
+++ b/run_project_setup.sh
@@ -5,14 +5,14 @@ find_python() {
     local required_version="3.9"
     local max_version="4.0"
     local python_bins
-    python_bins=$(ls /usr/bin | grep -E '^python[0-9.]*$')
 
-    unalias -a # Temporarily disable aliases
+    # Search Python binaries in the PATH, respecting pyenv
+    python_bins=$(command -v python python3 python3.* 2>/dev/null)
 
     for bin in $python_bins; do
-        if command -v "$bin" &>/dev/null; then
+        if [ -x "$bin" ]; then
             local python_version
-            python_version=$($bin -c 'import sys; print(".".join(map(str, sys.version_info[:3])))')
+            python_version=$("$bin" -c 'import sys; print(".".join(map(str, sys.version_info[:3])))')
             if [[ $(echo -e "$python_version\n$required_version" | sort -V | head -n1) == "$required_version" ]] && \
                [[ $(echo -e "$python_version\n$max_version" | sort -V | head -n1) != "$max_version" ]]; then
                 echo "$bin"

From dbfc1bfed4dd07f7bf4cf0550b6b973291a16a98 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Micha=C3=ABl=20Halleux?= <mikahalleux@gmail.com>
Date: Mon, 25 Nov 2024 20:11:18 +0100
Subject: [PATCH 5/5] Managing pyenv python version

---
 .gitignore | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index c730a95..a006315 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,4 +5,5 @@ htmlcov/**
 /preprocessed_files/**
 /evaluation/**
 *.pyc
-updates_script.sh
\ No newline at end of file
+updates_script.sh
+/eflp_venv/**
\ No newline at end of file