[FEATURE] Reproducibility check

**Is your feature request related to a problem? Please describe.**
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**Describe the solution you'd like**
Reproduce full pipeline in a brand new Ubuntu environment, enrich documentation

**Describe alternatives you've considered**
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**Additional context**
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