Changelog / 更新日志
All notable changes to this project will be documented in this file.
The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.
[0.9.0] - 2026-09-14
What's Changed
🐛 Bug 修复 / Bug Fixes
- Fix HLLM embedding/vocab alignment; add generative data download workflow by @TyndaleLym in https://github.com/datawhalechina/torch-rechub/pull/241
- fix: 让 TIGER 示例可运行并新增 MovieLens 脚本 by @TyndaleLym in https://github.com/datawhalechina/torch-rechub/pull/245
- fix: 替换 4 处失效的奶牛快传数据链接（承接 #201） by @ksk2023 in https://github.com/datawhalechina/torch-rechub/pull/263
- fix: support min-mode early stopping by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/266
🔧 模型更新 / Models
- Align HSTU with Meta reference; fix training/eval correctness by @TyndaleLym in https://github.com/datawhalechina/torch-rechub/pull/244
- feat(mind): dynamic per-user interest count (issue #240) by @nsiddharth in https://github.com/datawhalechina/torch-rechub/pull/251
✨ 新特性 / Features
- 修改了census-Income，aliexpress，amazon-beauty，amazon-books，amazon-electro… by @Luxorion-12 in https://github.com/datawhalechina/torch-rechub/pull/252
📝 文档更新 / Documentation
- Update features.md by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/259
- Update docs files by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/260
New Contributors
- @TyndaleLym made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/241
- @ksk2023 made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/263
- @nsiddharth made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/251
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.8.0...v0.9.0
[0.8.0] - 2026-05-12
What's Changed
🐛 Bug 修复 / Bug Fixes
- fix docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/231
- Fix stray 'uv' in pip install command by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/239
🔧 模型更新 / Models
- Update DIEN docs, example and refactor AUGRU by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/229
- Refactor BST transformer; bump PyTorch to 1.10 by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/233
- Adjust embedding outputs and unwrap ONNX scalar by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/237
📦 依赖更新 / Dependencies
- CI: add twine check and update pyproject metadata by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/227
📝 文档更新 / Documentation
- Update docs images: banner and logo by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/225
- Add documentation diagrams and embed them by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/235
- Create CITATION.cff by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/236
- Improve tutorials: paths, features, DeepFM by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/238
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.7.0...v0.8.0
[0.7.0] - 2026-04-21
What's Changed
✨ 新特性 / Features
- Add workflow and script to auto-generate API docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/208
- Add dynamo ONNX export with fallback by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/212
- Fix MIND and ComiRec list-wise logits shape by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/222
🐛 Bug 修复 / Bug Fixes
- fix: 修复英文首页 Get Started 按钮 404 链接 by @happydog-intj in https://github.com/datawhalechina/torch-rechub/pull/205
- fix: 修复 docs/en/ 下所有 /en/ 前缀内部链接 404 by @happydog-intj in https://github.com/datawhalechina/torch-rechub/pull/206
📝 文档更新 / Documentation
- Consolidate README: English main, add Chinese by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/209
- Update README by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/213
- Revamp VitePress theme and docs navigation by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/214
- Update images of tutorials by @queenyn in https://github.com/datawhalechina/torch-rechub/pull/203
- Update custom.css by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/217
- Revise Quick Start and add model tutorials by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/218
- Update README images and add MIND list-wise docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/223
New Contributors
- @happydog-intj made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/205
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.6.0...v0.7.0
[0.6.0] - 2026-03-18
What's Changed
✨ 新特性 / Features
- fix data.py by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/192
- Update metric.py by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/194
- feat: add NPU optional dependency for Huawei Ascend support by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/196
- feat: add MMOE/ESMM notebook and training code by @Luxorion-12 in https://github.com/datawhalechina/torch-rechub/pull/200
🐛 Bug 修复 / Bug Fixes
- Update 00_QuickStart_CTR_DeepFM.ipynb && Update init.py by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/187
📝 文档更新 / Documentation
- docs: add model usage example documentation for 6 priority models by @sliortega295-ops in https://github.com/datawhalechina/torch-rechub/pull/185
- docs: add model usage example documentation for DIN, DIEN, BST, MIND, PLE (Batch 2) by @sliortega295-ops in https://github.com/datawhalechina/torch-rechub/pull/188
- add DSSM,DeepFM,DIN.ipynb by @queenyn in https://github.com/datawhalechina/torch-rechub/pull/199
🔧 模型更新 / Models
- Refactor BST transformer handling by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/195
New Contributors
- @sliortega295-ops made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/185
- @queenyn made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/199
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.5.0...v0.6.0
[0.5.0] - 2026-02-27
What's Changed
🐛 Bug 修复 / Bug Fixes
- Update test_inbatch_sampling.py by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/174
- Support padding_idx in embedding initializers by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/176
📝 文档更新 / Documentation
- Add note about examples/ sample datasets by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/182
- Docs: add blog nav, fix examples, remove cached docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/183
🔧 模型更新 / Models
- Add new generative model: TIGER by @lw-xundong in https://github.com/datawhalechina/torch-rechub/pull/173
- Feature/rqvae by @lw-xundong in https://github.com/datawhalechina/torch-rechub/pull/156
📦 依赖更新 / Dependencies
- Update ci.yml by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/181
🔄 其他变更 / Other Changes
- Update project_framework.png by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/175
- Update ple.py by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/177
- 多任务模型学习教程提交 by @Luxorion-12 in https://github.com/datawhalechina/torch-rechub/pull/179
New Contributors
- @lw-xundong made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/173
- @Luxorion-12 made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/179
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.4.0...v0.5.0
[0.4.0] - 2026-02-11
What's Changed
📝 文档更新 / Documentation
- Update quick_start docs: params and outputs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/171
📦 依赖更新 / Dependencies
- Fix the version of this package by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/170
🔄 其他变更 / Other Changes
- Update project_framework.png by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/169
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.3.0...v0.4.0
[0.3.0] - 2026-02-05
What's Changed
✨ 新特性 / Features
- Inbatchsample by @zerolovesea in https://github.com/datawhalechina/torch-rechub/pull/128
📝 文档更新 / Documentation
- Enhance docs: ONNX, serving, tools, tutorials by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/165
- Expand docs: community, guides, models, data by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/166
🔄 其他变更 / Other Changes
- Update favicon and logo images by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/164
- Update docs imports to torch_rechub by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/167
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.2.0...v0.3.0
[0.2.0] - 2026-01-11
What's Changed
🐛 Bug 修复 / Bug Fixes
- Update HSTULayer with L2 norm and SiLU attention by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/157
- Add ONNX quantization scripts and tests, improve dataloader split by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/161
📝 文档更新 / Documentation
- Update docs and README with new architecture image by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/154
- Add comprehensive vector index docs (EN & ZH) by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/162
- Update quick start and tracking docs in EN and ZH by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/163
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.1.0...v0.2.0
[0.1.0] - 2025-12-17
What's Changed
✨ 新特性 / Features
- Update docs and tutorials && Add ONNX quantization utilities and enhance export by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/150
- REFACTOR+FEATURE: Standardize retrieval backends (ANNOY/FAISS/Milvus) by @ywuenthought in https://github.com/datawhalechina/torch-rechub/pull/151
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.0.6...v0.1.0
[0.0.6] - 2025-12-11
What's Changed
✨ 新特性 / Features
- FEATURE: Support Streaming Parquet Dataset by @ywuenthought in https://github.com/datawhalechina/torch-rechub/pull/143
- Docs & tracking polish: logger docstrings, README refresh, dependency tweak by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/146
📝 文档更新 / Documentation
- Refator Chinese documentation structure by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/145
New Contributors
- @ywuenthought made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/143
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.0.5...v0.0.6
[0.0.5] - 2025-12-05
What's Changed
✨ 新特性 / Features
- Add torchview to Support Model Visualization && Update CI/CD and release workflows by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/141
Full Changelog: https://github.com/datawhalechina/torch-rechub/compare/v0.0.4...v0.0.5
[0.0.4] - 2025-12-04
What's Changed
✨ 新特性 / Features
- format code && add templates && add CI/CD && add test files by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/89
- format code && add dependabot && update CI/CD && update test files by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/90
- Update CI/CD, add uv function by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/92
- feat: add l1/l2 support for trainers by @zerolovesea in https://github.com/datawhalechina/torch-rechub/pull/120
- feat(ranking model): Implementation of AutoInt model by @zerolovesea in https://github.com/datawhalechina/torch-rechub/pull/121
- Add HSTU model by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/122
- Add HLLM model, scripts, and documentation by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/125
- Hllm model by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/129
- Add onnx export feature by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/131
- Add Releases CI by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/140
🐛 Bug 修复 / Bug Fixes
- Update ci.yml by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/97
- fix(tutorial): update link to the full dataset in Multi-Task tutorial by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/105
📝 文档更新 / Documentation
- add initial version of docs project, adapt Python 3.12 and torch 2.0+ by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/77
- add gitHub pages by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/78
- add gitHub pages by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/79
- docs: add contribution, model list(Chinese), new theme by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/80
- update docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/81
- add docs/introduction by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/82
- update docs/faq, fix docs by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/83
- update docs/index_page by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/84
- update Chinese&English docs/tutorials&api-reference by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/85
- delete docs/examples; add support for the faiss vector library api by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/86
- Update readme$$logo by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/87
- Create help_wanted.md by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/107
- docs: fix Milvus.ipynb some bug by @loliw in https://github.com/datawhalechina/torch-rechub/pull/108
- Migrate documentation to VitePress by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/124
- Update Readme files by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/126
- Update banner image by @1985312383 in https://github.com/datawhalechina/torch-rechub/pull/132
New Contributors
- @loliw made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/108
- @zerolovesea made their first contribution in https://github.com/datawhalechina/torch-rechub/pull/120
Full Changelog: https://github.com/datawhalechina/torch-rechub/commits/v0.0.4
[0.0.3] - 2025-03-30
Added
- Support 30+ mainstream recommendation models (ranking, matching, multi-task)
- Add documentation of project
- Add DIEN, BST model
- Adapt to Python 3.12 and torch 2.0+
- DenseFeature supports input vectors
This file is auto-generated by GitHub Actions on release