Cornac 2.5.0

What's Changed

🧱 Models

• Update HRDR with tensorflow 2.21.0 (#696) @lthoang
• Update NARRE with tensorflow 2.21.0 (#695) @lthoang
• Transformer-based NextItemRecommender models (#699) @hieuddo
• Add FPMC model and model selection for NextItemRecommender (#698) @hieuddo

✅ Other changes

• Release v2.5.0 (#701) @hieuddo
• Add seq_utils shared utils for NextItemRecommender (#697) @hieuddo

Full Changelog: v2.4.0...v2.5.0

Cornac 2.4.0

What's Changed

✅ Other changes

• feat: Add TimestampSplit eval method for absolute-timestamp data split (#693) @MacchiatoCreamCheese
• dataset: add session-aware datasets: Diginetica, RetailRocket, and Cosmetics (#690) @hieuddo
• Update build env (#692) @hieuddo
• Add ViewEnhanced BPR model from TKDE 2019 (#688) @khoakhoahihi
• docs: fix typo in build_ext command (#687) @khoakhoahihi
• fix: add epsilon to prevent ZeroDivisionError in BPR-based models (#686) @WeishuZ
• fix mismatch in opinion handling (#685) @MacchiatoCreamCheese
• Fix sorting order in aspect score for Companion, ComparERSub (#684) @MacchiatoCreamCheese
• fix: NeuMF act_fn and num_factors parameters (#683) @hieuddo
• fix: epinions dataset (#682) @hieuddo
• Correct URLs and add Unit Test for sequential datasets: gowalla, tafeng, yoochoose (#680) @hieuddo
• Fix ZeroDivisionError on BPR by adding an epsilon (#677) @jonibr22

Full Changelog: v2.3.5...v2.4.0

Cornac 2.3.5

What's Changed

✅ Other changes

• Update CI env (#673) @qtuantruong

Full Changelog: v2.3.4...v2.3.5

Cornac 2.3.4

What's Changed

✅ Other changes

• HypAR compatible with Cornac >=2.3.1 (#671) @theisjendal

Full Changelog: v2.3.3...v2.3.4

Cornac 2.3.3

What's Changed

✅ Other changes

• TensorFlow v1 to v2 migration for NCF models (#668) @tqtg

Full Changelog: v2.3.2...v2.3.3

Cornac 2.3.2

What's Changed

✅ Other changes

• Build with ubuntu-22.04 for compatibility with Google Colab (#667) @tqtg

Full Changelog: v2.3.1...v2.3.2

Cornac 2.3.1

What's Changed

✅ Other changes

• Fix dtype for windows build (#666) @tqtg
• Upgrade Numpy 2.0 (#664) @tqtg
• Ignore F824 lint check for serving app (#665) @tqtg
• Refactor Packaging: Split setup.py into setup.py and pyproject.toml for PEP 517 Compliance (#657) @michael-mue
• Implement SANSA model (scalable variant of EASE) (#661) @matospiso
• Fix EASE score function (#660) @matospiso

Full Changelog: v2.3.0...v2.3.1

Cornac 2.3.0

What's Changed

🧱 Models

• Add Comparative Aspects and Opinions Ranking for Recommendation Explanations (Companion) model (#635) @lthoang

📝 Documentation

• Add Model Ensembling Tutorial (#640) @darrylong
• Update Readme to include Cornac-AB section (#638) @darrylong

✅ Other changes

• Replace GitHub Actions macos versions to just macos-latest (#653) @darrylong
• Change download-artifact github action version to v4 (#652) @darrylong
• Remove Deprecated Python 3.8 from Build Process (#651) @darrylong
• Update upload-artifact to v4 for python-publish.yml (#650) @darrylong
• Update suggestion command for building cornac from source (#645) @lthoang

Full Changelog: v2.2.2...v2.3.0

Cornac 2.2.2

What's Changed

🐛 Bug Fixes

• Fix issue #628 with '.A' stuff on csr_matrix (#631) @quentinhaenn
• [BUG] Add missing import statement for amazon digital music dataset (#636) @lthoang

📝 Documentation

• Add multimodality table to documentation (#639) @darrylong
• Enhance Model Display UI in ReadTheDocs (#632) @darrylong
• Add Model Table Display into Readthedocs (#624) @darrylong
• Include documentation links for model list in readme (#625) @darrylong
• [docs] Update typo in README.md (#626) @lgabs

✅ Other changes

• Fix Pytest error in test cases due to Numpy 2.0 incompatibility (#627) @darrylong

Full Changelog: v2.2.1...v2.2.2

Cornac 2.2.1

What's Changed

🐛 Bug Fixes

• [BUG] Failed test case due to different ordering caused by identical scores (#622) @lthoang

📝 Documentation

• Fix Documentation iamaresearcher.rst Tuning Hyperparameters (#623) @darrylong
• Update TriRank documentation (#619) @lthoang

Full Changelog: v2.2.0...v2.2.1