DateTime Inference Package Review

[ieaves]

Pandas default datetime inference functionality is generally quite good, however, there are a few eccentricities like converting sequences of values like ['16:11', '5:11'] to datetime where the date component was blindly populated with now()

Are there other tools which provide more robust capabilities within this domain? How can we better protect users from data corruption?