Migrate Build to UV

This merge request updates the development environment for a data science project. Key changes include:

1. Dockerfile modifications: Updating the base image, installing newer Python version (3.11), and switching from pipenv to UV for package management.

2. Makefile updates: Adding new commands for setting up Jupyter environments (local and Docker), and introducing a UV recompile command for managing dependencies.

3. Removing Pipfile and Pipfile.lock: Shifting away from pipenv for dependency management.

4. Updating README.md: Refreshing links to the team handbook and Jupyter guide.

5. Adding pyproject.toml: Introducing a new configuration file for the project, specifying Python version requirements and listing dependencies with their versions.

6. Adding uv.lock: Introducing a lock file for UV package management.

Overall, these changes modernize the project setup, improve dependency management, and provide more flexible options for running Jupyter environments. The shift from pipenv to UV and the introduction of pyproject.toml suggest a move towards more current Python project management practices.This merge request updates the project's development environment and package management approach.

Dockerfile

@@ -9,8 +9,8 @@ RUN apt-get update -y
 RUN apt-get -y install curl && apt-get install -y git
 
 # Install Python and Pip
-RUN apt-get install -y python3.11
-RUN apt-get install -y python3-pip 
+#RUN apt-get install -y python3.11
+#RUN apt-get install -y python3-pip 
 
 # Install UV
 RUN curl -LsSf https://astral.sh/uv/install.sh | sh