Nixtla/neuralforecast v3.1.0

on GitHub

New features

• [FEAT] (Shapley) explanations for univariate forecast models @elephaint @marcopeix (#1377)
• [FEAT] Any horizon prediction @elephaint @JQGoh (#1368)
• [FEAT]: Training window filtering @marcopeix (#1344)
• [FEAT] xLSTM @elephaint (#1363)

Bug fixes

• [FIX]: torch version @marcopeix (#1380)
• [FIX] Fixes for using uv @elephaint (#1364)
• [FIX] Bugs ISQF @elephaint (#1358)
• Update BiTCN doc dropout to match code @LemuelKL (#1376)
• Adds support for static variables in predict_insample method @nasaul (#1349)
• rm unused y_insample arg from pytorch losses @deven367 (#1360)

General

• Dev environment installation using uv @JQGoh (#1362)
• Enhancements @deven367 (#1371)
• Codespace setup for Neuralforecast @JQGoh (#1382)
• migrate tests from nbs to pytest @deven367 (#1353)

Documentation

• New documentation pipeline @deven367 (#1369)