If the provider of requirements.txt did their homework, yes. However I often got incomplete requirements files or they contained mutually incompatible versions

If the provider of requirements.txt did their homework, yes. However I often got incomplete requirements files or they contained mutually incompatible versions (numba and numpy soemtimes dont get along). (This is in academia btw)