v0.3.4

What's Changed

Document

• Add retrain tutorial (#344)
• Build doc: Add Python 3.8 to the doc readme (#333)

Highlights

• Add linear recall (#326)
• Replace existing thresholding with micromacro (#328)
• Log linear-related config (#329)
• Modify no_merge_train_val to retrain (#332)
• Fix versions due to dependency issues introduced by torch 2.0+ (#335)

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @Sinacam @sammer1107 @yxliu-ntu @Eleven1Liu

Original release date: Oct 25, 2023

v0.3.3

What's Changed

Highlights

• Add lr scheduler for LAAT (ReduceOnPlateau) (#317, #320)
• Homogenizing Dropout (#315)
• Extend arguments accepted by Embedding (#325)

Fix bugs 🐛

• Parameter search configuration (#305, #322)
• Change the storage format of node's weights to csc_matrix (#324)
• Fix read_svm_format when no label is associated with an example (#327)

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @Sinacam @donglihe-hub @ChengYehLi @sammer1107 @maclin726

New Contributors

Welcome @ChengYehLi 🧮

Original release date: Sep 5, 2023

v0.3.2

What's Changed

Fix bugs 🐛

• Fix version of ray in parameter search requirement (#316)
• Hotfix Glove URLs (#318)

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @sian-chen @Eleven1Liu

Original release date: Jul 4, 2023

v0.3.1

What's Changed

Fix bugs 🐛

• Fixed svm data format (#313)

Contributors

Thank you all for your contributions :)

@cjlin1 @Sinacam

Original release date: Jun 12, 2023

v0.3.0

What's Changed

Document

• Update GridSearchCV tutorial: link

Highlights

• Rewrite Linear Preprocessor (#310)

Others

• For developers: Migrate code style to Black (#307)
• Minor bugs fixed (#304, #309, #311)

Contributors

Thank you all for your contributions :)

@cjlin1 @donglihe-hub @Gordon119 @sian-chen @Sinacam @Eleven1Liu

Original release date: Jun 10, 2023

v0.2.1

What's Changed

Document

• New tutorials: Handling Data with Many Labels, Parameter Selection for Neural Networks

Highlights

• Add nDCG to Linear Metrics (#296)
• API: Save predict labels by linear.get_positive_labels (#286)

Contributors

Thank you all for your contributions :)

@cjlin1 @will945945945 @donglihe-hub @Gordon119 @Tonmoregulus @Sinacam @Eleven1Liu

New Contributors

Welcome @donglihe-hub 🧞 @Tonmoregulus 🎉

Original release date: May 3, 2023

v0.2.0

What's Changed

Document

• Update linear documents: preprocessor API, metrics, and quickstart
  https://www.csie.ntu.edu.tw/~cjlin/libmultilabel/

Highlights

• Add linear tree classifier (#274)
• Get top-k label names by the decision values (#256)

Fixes

• Logging: conditional import for transformers (#273)
• Code enhancements, update test scripts, and refactoring

Contributors

Thank you all for your contributions :)

@cjlin1 @Sinacam @Gordon119 @sammer1107 @tic66777 @Eleven1Liu

New Contributors

Welcome @tic66777 🚀

Original release date: Apr 14, 2023

v0.1.11

What's Changed

Fix bugs 🐛

• Fix load data errors
• Update documents to the corresponding changes

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @Sinacam

Original release date: Feb 23, 2023

v0.1.10

What's Changed

Fix bugs 🐛

• API: linear.read_libmultilabel_format can read data from file and dataframe
• Update document links

Document

• Add tutorial: An Example of Using Data Stored in Different Forms

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @will945945945 @Sinacam @maclin726 @Eleven1Liu

Original release date: Feb 19, 2023

v0.1.9

What's Changed

Document

• Reorganize the document (#251)
• Add introduction of API and CLI usage (#252)
• Add linear grid search document (#244)

Highlights

• Add quoting=csv.QUOTE_NONE (#250)
• Add nn load_datasets loading dataframe (#255)
• Add linear preprocessor loading dataframe (#253)

New Contributors

• @ChengYehLi made their first contribution in #250

Original release date: Feb 17, 2023 by @Gordon119