enh: Add docker with extra requirements

https://github.com/aimclub/FEDOT/blob/master/Dockerfile do not include full set of requirements

Candidate solution is:

FROM jupyter/minimal-notebook:python-3.10

USER root

RUN apt-get update && apt-get upgrade -y && \
apt-get install -y --no-install-recommends build-essential cmake ffmpeg libsm6 libxext6 && \
rm -rf /var/lib/apt/lists/*

RUN pip install --no-cache-dir giotto-tda fedot fedot[extra

Start with the repository's Dockerfile and compare it with the candidate image, apt packages, and pip requirements listed in the issue. Build the image and verify that the full FEDOT and extra requirements install successfully; the Docker build should complete without dependency errors.

Vom Indexierungsmodell aus dem Issue-Text verfasst.