refactor: build directory creation

Makefile

@@ -16,7 +16,7 @@ install: configure_commit_template
 
 # Configure git commit template, this will help to write better commit messages
 configure-commit-template:
-	git config --global commit.template $(realpath commit-template.txt)
+	git config --global commit.template $(realpath assets/commit-template.txt)
 
 # Pre-commit hooks are useful to run some checks (usually linters) before committing the code to the repository
 # It will help to keep the code clean and consistent, this commands sets up the pre-commit hooks
@@ -41,7 +41,7 @@ evaluate:
 
 # Build the Docker image with the base dependencies
 build-docker:
-	docker build --target lightning-base -t lightning-base .
+	docker build --target lightning-base -t lightning-base -f dev.Dockerfile .
 
 # Build the Docker image and jump into the container to test a fresh environment (CPU)
 dev-container-cpu: build-docker

README.md

@@ -8,8 +8,8 @@
 [![pytorch](https://img.shields.io/badge/PyTorch_2.0+-ee4c2c?logo=pytorch&logoColor=white)](https://pytorch.org/get-started/locally/)
 [![lightning](https://img.shields.io/badge/-Lightning_2.0+-792ee5?logo=pytorchlightning&logoColor=white)](https://pytorchlightning.ai/)
 [![hydra](https://img.shields.io/badge/Config-Hydra_1.3-89b8cd)](https://hydra.cc/)
-[![black](https://img.shields.io/badge/Code%20Style-Black-black.svg?labelColor=gray)](https://black.readthedocs.io/en/stable/)
-[![isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/) <br>
+[![Linter: Ruff](https://img.shields.io/badge/Linter-Ruff-brightgreen?style=flat-square)](https://github.com/charliermarsh/ruff)
+<br>
 
 Click on [<kbd>Use this template</kbd>](https://github.com/rayanramoul/ml-project-template/generate) to start your own project! or go to the [Documentation](https://rayanramoul.github.io/ml-project-template/) for more information.
 
@@ -201,7 +201,7 @@ If any struggle is encountered, the junior can refer to the provided examples in
 
 For more information on how to contribute to this project, please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) file.
 
-## 🌟 Aknowledgements
+## 🌟 Acknowledgements
 
 This template was heavily inspired by great existing ones, like:
 

docs/index.md

@@ -192,7 +192,7 @@ If any struggle is encountered, the junior can refer to the provided examples in
 
 For more information on how to contribute to this project, please refer to the [CONTRIBUTING.md](CONTRIBUTING.md) file.
 
-## 🌟 Aknowledgements
+## 🌟 Acknowledgements
 
 This template was heavily inspired by great existing ones, like: