timeseriesAI/tsai: v0.2.25

0.2.25 Breaking Changes updated forward_gaps removing nan_to_num (#331) TSRobustScaler only applied by_var (#329) remove add_na arg from TSCategorize (#327) New Features added IntraClassCutMix1d (#384) added learn.calibrate_model method (#379) added analyze_array function (#378) Added TSAddNan transform (#376) added dummify function to create dummy data from original data (#366) added Locality Self Attention to TSiT (#363) added sel_vars argument to MVP callback (#349) added sel_vars argument to TSNan2Value (#348) added multiclass, weighted FocalLoss (#346) added TSRollingMean batch transform (#343) added recall_at_specificity metric (#342) added train_metrics argument to ts_learner (#341) added hist to PredictionDynamics for binary classification (#339) add padding_idxs to MultiEmbedding (#330) Bugs Squashed sort_by data may be duplicated in SlidingWindowPanel (#389) create_script splits the nb name if multiple underscores are used (#385) added torch functional dependency to plot_calibration_curve (#383) issue when setting horizon to 0 in SlidingWindow (#382) replace learn by self in calibrate_model patch (#381) Argument d_head is not used in TSiTPlus (#380) https://github.com/timeseriesAI/tsai/blob/6baf0ba2455895b57b54bf06744633b81cdcb2b3/tsai/models/TSiTPlus.py#L63 replace default relu activation by gelu in TSiT (#361) sel_vars and sel_steps in TSDatasets and TSDalaloaders don't work when used simultaneously (#347) ShowGraph fails when recoder.train_metrics=True (#340) fixed 'se' always equal to 16 in MLSTM_FCN (#337) ShowGraph doesn't work well when train_metrics=True (#336) TSPositionGaps doesn't work on cuda (#333) XResNet object has no attribute 'backbone' (#332) import InceptionTimePlus in tsai.learner (#328) df2Xy: Format correctly without the need to specify sort_by (#324) bug in MVP code learn.model --> self.learn.model (#323) Colab install issues: importing the lib takes forever (#315) Calling learner.feature_importance on larger than memory dataset causes OOM (#310