v0.7.1

What's Changed

Documents

• Update docs by revising --no_merge_train_val to --merge_train_val (ASUS-AICS#368)
• Add multi-label tutorial (ASUS-AICS#381)

Fix APIs / Bugs 🐛

• Fix GridSearchCV to support sklearn>=1.3.0 (ASUS-AICS#362)
• Update regex syntax for python3.12 (ASUS-AICS#373)
• Update Ray Argument (ASUS-AICS#376)
• Fix Autotest: Set Pytorch <=2.3 to resolve torchtext dependency issue (ASUS-AICS#386)

Contributors

Thank you all for your contributions :)
@cjlin1 @donglihe-hub @Gordon119 @thomas0125 @poppopting @Eleven1Liu

New Contributors

Welcome @thomas0125 ✨ @poppopting 🏜️🐪

v0.7.0

What's Changed

Documents

• Add Handling Data with Many Labels with AttentionXML (ASUS-AICS#368)

Highlights

• Add AttentionXML (ASUS-AICS#346)
• Add new argument beam_width (ASUS-AICS#366, ASUS-AICS#367)
• Remove unused elements in nn.model (ASUS-AICS#363, ASUS-AICS#369)

Fix APIs 🔧

• Use the latest protocol in pickle dump (ASUS-AICS#364)

Contributors

Thank you all for your contributions :)
@cjlin1 @donglihe-hub @Sinacam @will945945945 @Gordon119 @Eleven1Liu

v0.6.2

What's Changed

Fix APIs 🔧

• Fixed sklearn API with version >=1.3.0 (ASUS-AICS#362)

Contributors

Thank you all for your contributions :)
@cjlin1 @thomas0125 @Sinacam @will945945945

New Contributors

Welcome @thomas0125 ✨

v0.6.1

What's Changed

Fix APIs 🔧

• Fixed deprecated/removed scipy API (ASUS-AICS#360)
• Fixed sklearn version before GridSearchCV is fixed (ASUS-AICS#361)

Contributors

Thank you all for your contributions :)
@cjlin1 @Sinacam

v0.6.0

What's Changed

Highlights

• Update package versions: torch>=2.0.1 and lightning==2.0.9 with CUDA 11.8 and 12.1
• For users using torch 1.13.1 with CUDA 11.6 or 11.7, please git checkout ASUS-AICS@10819d0 or pip install PyPi==0.5.2.

Contributors

Thank you all for your contributions :)
@cjlin1 @Eleven1Liu @Sinacam @Gordon119 and all lab members who provided helpful feedback!

v0.5.2

What's Changed

Document

• Fix sphinx version and add the implementation doc link to the web page (ASUS-AICS#352)

Bugs Fixing 🐛 and Code Enhancement ✨

• Replace Timer with lighter timer(ASUS-AICS#350)
• Enhance data_utils (ASUS-AICS#353)
• Fix top_k in metrics.py (ASUS-AICS#356)

Contributors

Thank you all for your contributions :)

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

v0.5.1

What's Changed

Highlights

• Linear: Fixed recall for no label instances (ASUS-AICS#351)

Contributors

Thank you all for your contributions :)

@cjlin1 @Sinacam

v0.5.0

What's Changed

Document

• Add implementation document (ASUS-AICS#345)

Highlights

• Separate NN and linear dependencies (ASUS-AICS#348, ASUS-AICS#349)
• Optimized NDCG (ASUS-AICS#339, ASUS-AICS#342)
• Linear: Use multiclass to decide whether the input data set is multiclass (ASUS-AICS#337)
• NN: Speed Up Tokenization Through Multiprocessing (ASUS-AICS#347)

Contributors

Thank you all for your contributions :)

@cjlin1 @Sinacam @donglihe-hub @ChengYehLi

v.0.4.0

What's Changed

Highlights

• Update copyright (ASUS-AICS#340)

Contributors

Thank you all for your contributions :)

@cjlin1 @Gordon119 @Eleven1Liu

v0.3.4

What's Changed

Document

• Add retrain tutorial (ASUS-AICS#334)
• Build doc: Add Python 3.8 to the doc readme (ASUS-AICS#333)

Highlights

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

Contributors

Thank you all for your contributions :)

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