v3.1.7

Features

• [FEAT] Add sample_weight capability @marcopeix (#1501)
• [FEAT] Pass a separate validation dataframe @marcopeix (#1498)
• [FEAT] Time budget for Auto models @marcopeix (#1493)

Bug fixes

• [FIX] Add scipy runtime dependency @chandraveshchaudhari (#1496)
• [FIX] Raise error for short series @marcopeix (#1492)

Documentation

• [DOC] Fix remaining broken links @deven367 (#1499)
• [DOC] Fix predictive maintenance tutorial @marcopeix (#1495)