Cornac 3.0.1

What's Changed

📝 Documentation

• Update announcement banner for v3.0.0 release (#722) @hieuddo

✅ Other changes

• chore: bump version to 3.0.1 (#727) @qtuantruong
• Escape backslashes in coe.py and text.py string literals (#726) @MBK-fr
• Fix DMRL save() failing when log_metrics=True (#724) @Shxiao101
• Add epsilon to MTER progress postfix to prevent ZeroDivisionError (#723) @Shxiao101

Full Changelog: v3.0.0...v3.0.1

Cornac 3.0.0

What's Changed

🧱 Models

• Add DiffGRM generative recommender (#718) @hieuddo
• Add LETTER model for Semantic ID recommender (#716) @hieuddo
• Add RPG Semantic-ID recommender (#715) @hieuddo
• Add use_biases to SASRec (#714) @hieuddo
• Add TIGER model for Semantic ID recommendation (#711) @hieuddo

🐛 Bug Fixes

• Add use_biases to SASRec (#714) @hieuddo

📝 Documentation

• docs: generate model table dynamically during sphinx build (#720) @hieuddo
• Fix typo in HypAR requirements filename (cu116 to cu118) (#713) @hieuddo
• Add DiffGRM documentation and example (#719) @hieuddo

✅ Other changes

• chore: bump version to 3.0.0 (#721) @hieuddo
• Enhance TimestampSplit to support ratio-based data splitting (#712) @MacchiatoCreamCheese

Full Changelog: v2.6.0...v3.0.0

Cornac 2.6.0

What's Changed

🧱 Models

• feat: unified Transformers4Rec with CLM/MLM/PLM/RTD training objective (#707) @hieuddo

🗃️ Datasets

• Global temporal and leave-last-out splitting for next-item evaluation (#708) @hieuddo

📝 Documentation

• Update Flask serving command and fix typo in app.py (#706) @darrylong
• Fix command syntax for installing gcc on Mac OS (#705) @darrylong

✅ Other changes

• chore: bump version to 2.6.0 (#710) @hieuddo
• Fix CWE-22 path traversal (Tar Slip) in dataset archive extraction (#709) @bharathjanumpally
• Automate ReadTheDocs model page updates (#704) @darrylong
• Remove pytest-pep8 package since it is abandoned (#703) @qtuantruong
• Support hyper-parameter search for next-item recommenders (#643) (#702) @nsiddharth

Full Changelog: v2.5.0...v2.6.0

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