v0.27.0

0.27.0 (2024-07-19)

Features

• join (#870) (5764441), closes #745
• activation function for forward layer (#891) (5b5bb3f), closes #889
• add ImageDataset.split (#846) (3878751), closes #831
• add FunctionalTableTransformer (#901) (37905be), closes #858
• add InvalidFitDataError (#824) (487854c), closes #655
• add KNearestNeighborsImputer (#864) (fcdfecf), closes #743
• add moving average plot (#836) (abcf68a)
• add RobustScaler (#874) (62320a3), closes #650 #873
• add SequentialTableTransformer (#893) (e93299f), closes #802
• add temporal operations (#832) (06eab77)
• added 'histogram_2d' in TablePlotter (#903) (4e65ba9), closes #869 #798
• added from_str_to_temporal and continues prediction (#767) (35f468a), closes #806 #765 #740 #773
• added GRU layer (#845) (d33cb5d)
• Adds Dropout Layer (#868) (a76f0a1), closes #848
• dark mode for plots (#911) (5447551), closes #798
• easily create a baseline model (#811) (8e1b995), closes #710
• get first cell with value other than None (#904) (5a0cdb3), closes #799
• hyperparameter optimization for fnn models (#897) (c1f66e5), closes #861
• implement violin plots (#900) (9f5992a), closes #867
• plot decision tree (#876) (d3f81dc), closes #856
• prediction no longer takes a time series dataset only table (#838) (762e5c2), closes #837
• raise if remove_colums is called with unknown column by default (#852) (8f78163), closes #807
• regularization strength for logistic classifier (#866) (9f74e92), closes #750
• reorders parameters of RangeScaler and makes them keyword-only (#847) (2b82db7), closes #809
• replace seaborn with matplotlib for box_plot (#863) (4ef078e), closes #805 #849
• replaced seaborn with matplotlib for correlation_heatmap (#850) (d4680d4), closes #800 #849

Bug Fixes

• deps: bump urllib3 from 2.2.1 to 2.2.2 (#842) (b81bcd6)
• labels of correlation heatmap (#894) (a88a609), closes #871
• make multi-processing in baseline models more consistent (#909) (fa24560), closes #907

Performance Improvements

• improved performance in various methods in Image and ImageList (#879) (134e7d8)

Major thanks to all contributors:

• @TellemHD made their first contribution in #847
• @Muellersen made their first contribution in #850
• @TobiasPluecker made their first contribution in #852
• @zogomii made their first contribution in #866
• @Tarmandan made their first contribution in #874
• @LIEeOoNn made their first contribution in #878
• @RobinSen28 made their first contribution in #893
• @timwirt made their first contribution in #876
• @saius02 made their first contribution in #911
• @wastedareas made their first contribution in #904
• @Marsmaennchen221
• @Gerhardsa0
• @sibre28