v0.2.25
0.2.25
Breaking Changes
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updated forward_gaps removing nan_to_num (#331)
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TSRobustScaler only applied by_var (#329)
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remove add_na arg from TSCategorize (#327)
New Features
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added IntraClassCutMix1d (#384)
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added learn.calibrate_model method (#379)
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added analyze_array function (#378)
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Added TSAddNan transform (#376)
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added dummify function to create dummy data from original data (#366)
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added Locality Self Attention to TSiT (#363)
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added sel_vars argument to MVP callback (#349)
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added sel_vars argument to TSNan2Value (#348)
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added multiclass, weighted FocalLoss (#346)
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added TSRollingMean batch transform (#343)
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added recall_at_specificity metric (#342)
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added train_metrics argument to ts_learner (#341)
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added hist to PredictionDynamics for binary classification (#339)
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add padding_idxs to MultiEmbedding (#330)
Bugs Squashed
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sort_by data may be duplicated in SlidingWindowPanel (#389)
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create_script splits the nb name if multiple underscores are used (#385)
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added torch functional dependency to plot_calibration_curve (#383)
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issue when setting horizon to 0 in SlidingWindow (#382)
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replace learn by self in calibrate_model patch (#381)
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Argument
d_headis not used in TSiTPlus (#380) -
replace default relu activation by gelu in TSiT (#361)
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sel_vars and sel_steps in TSDatasets and TSDalaloaders don't work when used simultaneously (#347)
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ShowGraph fails when recoder.train_metrics=True (#340)
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fixed 'se' always equal to 16 in MLSTM_FCN (#337)
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ShowGraph doesn't work well when train_metrics=True (#336)
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TSPositionGaps doesn't work on cuda (#333)
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XResNet object has no attribute 'backbone' (#332)
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import InceptionTimePlus in tsai.learner (#328)
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df2Xy: Format correctly without the need to specify sort_by (#324)
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bug in MVP code learn.model --> self.learn.model (#323)
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Colab install issues: importing the lib takes forever (#315)
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Calling learner.feature_importance on larger than memory dataset causes OOM (#310)