v0.23.0

0.23.0 (2024-05-04)

Features

• add Column.to_table (#705) (36e4a7a), closes #695
• added Column.summarize_statistics() (#715) (71730a9), closes #701
• replace other values than NaN with imputer (#707) (4a059e0), closes #643

Bug Fixes

• use UTF-8 encoding when opening files (#704) (f8c27bc)

v0.22.1

0.22.1 (2024-05-02)

Bug Fixes

• make _Layer, _InputConversion, _OutputConversion public (#692) (eb226f4), closes #690 #691

v0.22.0

0.22.0 (2024-05-01)

Features

• is_fitted is now always a property (#662) (b1db881), closes #586
• add Column.missing_value_count (#682) (f084916), closes #642
• Add InputConversion & OutputConversion for nn interface (#625) (fd723f7), closes #621
• Add hash,eq and sizeof in ForwardLayer (#634) (72f7fde), closes #633
• allow using tables that already contain target for prediction (#687) (e9f1cfb), closes #636
• callback Row.sort_columns takes four parameters instead of two tuples (#683) (9c3e3de), closes #584
• rename group_rows_by in Table to group_rows (#661) (c1644b7), closes #611
• rename number_of_column in Row to number_of_columns (#660) (0a08296), closes #646
• rework TaggedTable (#680) (db2b613), closes #647
• show missing value count/ratio in summarized statistics (#684) (74b8a35), closes #619
• specify extras instead of features in to_tabular_dataset (#685) (841657f), closes #623

Bug Fixes

• actually use kernel of support vector machines for training (#681) (09c5082), closes #602

Performance Improvements

• Faster plot_histograms and more reliable plots (#659) (b5f0a12)

v0.21.0

0.21.0 (2024-04-17)

Features

• add ARIMA model (#577) (8b9c7a9), closes #570
• Add ImageList class (#534) (3cb74a2), closes #528 #599 #600
• more hash, sizeof and eq implementations (#609) (2bc0b0a)

Performance Improvements

• Add special case to Table.add_rows to increase performance (#608) (ffb8304), closes #606
• improve performance of model & forward layer (#616) (e856cd5), closes #610
• lazily import our modules and external libraries (#624) (20fc313)
• treat Tables specially when calling add_rows (#606) (e555b85), closes #575

v0.20.0

0.20.0 (2024-04-03)

Features

• add deterministic hash methods to all types (#573) (f6a3ca7)
• add fnn functionality (#529) (ce53153), closes #522
• add suffixes to models to indicate their task (#588) (d490dee)
• added lag_plot (#548) (0fb38d2), closes #519
• added normal plot for time series (#550) (dbdf11e), closes #549
• when using from table to time series feature must be given (#572) (ca23f0f), closes #571

Bug Fixes

• incorrect type hint for number_of_bins parameter (#567) (b434e53)
• mark various API elements as internal (#587) (ea176fc), closes #582 #585

v0.19.0

0.19.0 (2024-02-06)

Features

• return the correct size for custom container objects (#547) (f44c34d)

v0.18.0

0.18.0 (2024-02-03)

Features

• Add adjust_color_balance method in Image (#530) (dba23f9), closes #525
• Add find_edges method in Image (#531) (d728eb6), closes #523
• class for time series (#508) (73cdfb1), closes #481

v0.17.1

0.17.1 (2024-01-11)

Bug Fixes

• update torch (#527) (6934d1d)

v0.17.0

0.17.0 (2024-01-11)

Features

• change image class to use PyTorch tensors and methods (#506) (efa2b61), closes #505

v0.16.0

0.16.0 (2023-11-22)

Features

• drop Python 3.10 and add Python 3.12 (#478) (5bf0e75)
• enable copy-on-write for pandas dataframes (#494) (9a19389), closes #428

Bug Fixes

• deps-dev: Bump urllib3 from 1.26.17 to 1.26.18 (#480) (a592d2c), closes #3159

Performance Improvements

• remove unneeded copy operations in table transformers (#496) (6443beb), closes #494