RUCAIBox/RecBole issues and pull requests

#1796 - [Question] KeyError: 'neg_item_id' on calculating loss for new interaction

Issue - State: closed - Opened by Atovange over 1 year ago - 3 comments
Labels: question

#1795 - [🐛BUG] 关于SINE模型在ML-1M数据集上结果异常的问题。

Issue - State: open - Opened by ForeverFLying666 over 1 year ago - 1 comment
Labels: bug

#1794 - [🐛BUG] 指定gpu_id没有生效。

Issue - State: open - Opened by mumulala over 1 year ago - 1 comment
Labels: enhancement

#1793 - 关于TransRec的一些问题

Issue - State: open - Opened by cyxg7 over 1 year ago - 2 comments
Labels: bug

#1792 - [🐛BUG] ml-1m数据集性能问题

Issue - State: open - Opened by myshelters over 1 year ago - 1 comment
Labels: bug

#1791 - user和和item特征如何关联到inter上的user和item的

Issue - State: closed - Opened by mumulala over 1 year ago
Labels: enhancement

#1790 - [🐛BUG] Describe your proTraceback (most recent call last): File "run.py", line 3, in <module> run_recbole(model='NFM', dataset='douban') File "D:\Download\RecBole-master\RecBole-master\recbole\quick_start\quick_start.py", line 89, in run_recbole best_valid_score, best_valid_result = trainer.fit( File "D:\Download\RecBole-master\RecBole-master\recbole\trainer\trainer.py", line 437, in fit train_loss = self._train_epoch( File "D:\Download\RecBole-master\RecBole-master\recbole\trainer\trainer.py", line 243, in _train_epoch losses = loss_func(interaction) File "D:\Download\RecBole-master\RecBole-master\recbole\model\context_aware_recommender\nfm.py", line 65, in calculate_loss label = interaction[self.LABEL] File "D:\Download\RecBole-master\RecBole-master\recbole\data\interaction.py", line 135, in getitem return self.interaction[index] KeyError: 'label'blem in one sentence.

Issue - State: open - Opened by sunli-destiny over 1 year ago - 1 comment
Labels: bug

#1789 - [🐛BUG] Bert4Rec性能表现非常差

Issue - State: open - Opened by zyx1017 over 1 year ago - 1 comment
Labels: bug

#1787 - 如何按照自己的方式划分数据集？

Issue - State: closed - Opened by zyx1017 over 1 year ago - 5 comments

#1786 - Document description error

Issue - State: closed - Opened by Iwillcome over 1 year ago - 2 comments
Labels: question

#1785 - [🐛BUG] Describe your problem in one sentence.

Issue - State: open - Opened by crazyString over 1 year ago - 3 comments
Labels: question

#1784 - [🐛BUG] ValueError: `model_name` [FiGNN] is not the name of an existing model.

Issue - State: closed - Opened by Diuyilu over 1 year ago - 2 comments
Labels: question

#1783 - Recbole with a modified Foursquare NYC database

Issue - State: open - Opened by pauad1 over 1 year ago - 2 comments

#1782 - 建议在往后的版本中模型Model初始化的方法中使用call函数，弃用原始版本的apply方法，在传递参数较多时可以适当的提升部分性能

Issue - State: open - Opened by Jafer-lxw over 1 year ago - 1 comment
Labels: enhancement

#1781 - .

Issue - State: closed - Opened by ForeverFLying666 over 1 year ago

#1780 - Amazon_books和yelp数据集缩减方式

Issue - State: open - Opened by ForeverFLying666 over 1 year ago - 5 comments

#1779 - Deploying Recbole model for inference in SageMaker

Issue - State: open - Opened by meg261995 over 1 year ago - 3 comments

#1778 - [🐛BUG] SGD doesn't learn

Issue - State: open - Opened by macafrap over 1 year ago - 1 comment
Labels: bug

#1777 - 希望能提供一些关于多兴趣建模的模型实现！

Issue - State: open - Opened by cyh512167618 over 1 year ago - 1 comment
Labels: enhancement

#1776 - [🐛BUG] LightGCN算法，diginetica数据集，报KeyError: 'neg_item_id'错误

Issue - State: closed - Opened by BelliumTang over 1 year ago - 2 comments
Labels: bug

#1775 - 你好！如何关闭序列推荐时默认的数据增强功能？

Issue - State: open - Opened by zyx1017 over 1 year ago

#1774 - [🐛BUG] 请问为什么用ml-1m跑模型Pop、BPR他们的Hit@10和20特别高呢

Issue - State: open - Opened by cyxg7 over 1 year ago - 5 comments
Labels: bug

#1773 - [🐛BUG] RecBole-DA维护

Issue - State: closed - Opened by XiaoJing-C over 1 year ago - 1 comment
Labels: bug

#1772 - [🐛BUG] Describe your problem in one sentence.

Issue - State: closed - Opened by XiaoJing-C over 1 year ago
Labels: bug

#1771 - [🐛BUG] 请问运行DIEN模型的时候，DIEN模型中的‘LABEL_FIELD’应该设置为什么呢？

Issue - State: open - Opened by cyh512167618 over 1 year ago - 2 comments
Labels: question

#1770 - FeatureType.FLOAT 类型特征的数量统计

Issue - State: open - Opened by zyx1017 over 1 year ago - 3 comments

#1769 - 请问inter能否支持其他特征

Issue - State: open - Opened by bbb801 over 1 year ago - 2 comments
Labels: enhancement

#1768 - Is there a way to give arbitrary sequence to sequential recommendator?

Issue - State: open - Opened by fenneccat over 1 year ago

#1767 - [🐛BUG] Dataset problem

Issue - State: open - Opened by Iwillcome over 1 year ago - 2 comments
Labels: bug

#1764 - FIX: improve the performance of accessing dataset

Pull Request - State: closed - Opened by snowfoxc over 1 year ago - 1 comment

#1763 - 关于序列推荐的一些问题

Issue - State: open - Opened by DX12321 over 1 year ago - 2 comments
Labels: bug

#1762 - 伯乐框架中的时间戳处理 timestamp

Issue - State: closed - Opened by zyx1017 over 1 year ago

#1761 - [🐛BUG] ValueError: train_neg_sample_args [None] should be None when the loss_type is CE.

Issue - State: closed - Opened by VladHardAndSoftWare over 1 year ago - 3 comments
Labels: bug

#1760 - TailPercentage指标问题

Issue - State: open - Opened by gylgyl123 over 1 year ago - 2 comments
Labels: bug

#1759 - [🐛BUG] Evaluation metric not logging to WandB

Issue - State: open - Opened by thijsjls over 1 year ago - 1 comment
Labels: bug

#1758 - [🐛BUG] 针对模型KGAT的一些疑问。

Issue - State: open - Opened by WYH-han over 1 year ago - 4 comments
Labels: bug

#1756 - Fix dataset_list.json

Pull Request - State: closed - Opened by theresiavr over 1 year ago - 1 comment

#1755 - Amazon books KG error

Issue - State: closed - Opened by pindot11 over 1 year ago - 7 comments

#1754 - Could you assist in providing a benchmark setting for BERT4Rec on ml-1m dataset?

Issue - State: open - Opened by diesel248 over 1 year ago - 2 comments

#1753 - 【疑问】序列推荐使用新数据集推理阶段的巧妙设计

Issue - State: open - Opened by zzzzzdev over 1 year ago - 1 comment

#1752 - [🐛BUG] Config配置字段'seq_len' 貌似无法正常工作

Issue - State: open - Opened by zzzzzdev over 1 year ago - 1 comment
Labels: bug

#1751 - 序列推荐评估设置的负采样问题

Issue - State: open - Opened by shenbin-ringo over 1 year ago - 3 comments

#1750 - 长尾实验

Issue - State: closed - Opened by gylgyl123 over 1 year ago - 1 comment
Labels: enhancement

#1749 - [🐛BUG]: Convert tensors into the correct device

Pull Request - State: closed - Opened by ChenglongMa over 1 year ago - 2 comments

#1748 - [🐛BUG] RecBole-DA的问题

Issue - State: open - Opened by SakuraXiaMF over 1 year ago - 4 comments
Labels: bug

#1747 - Question: 序列模型相关问题

Issue - State: open - Opened by downeykking over 1 year ago - 1 comment

#1746 - [🐛BUG] 在train_neg_sample_args 设置了sample_num为4，为什么在训练时只得到一个负样本

Issue - State: closed - Opened by lalunex over 1 year ago - 8 comments
Labels: bug

#1745 - added .to(self.device) - bug fixed for SLIMElastic

Pull Request - State: open - Opened by giuspillo over 1 year ago

#1744 - FEA: add EulerNet in context-aware models

Pull Request - State: closed - Opened by chenyuwuxin over 1 year ago

#1743 - [🐛BUG] self._dataset in KnowledgeBasedDataLoader

Issue - State: open - Opened by giuspillo over 1 year ago - 4 comments
Labels: bug

#1742 - removing unused argument from documentation in abstract_recommender.py

Pull Request - State: closed - Opened by ElkanaBaris over 1 year ago

#1741 - [🐛BUG] WARNING Session not detected. You should not be calling `report` outside `tuner.fit()` or while using the class API.

Issue - State: open - Opened by zhaijianyang over 1 year ago - 1 comment
Labels: bug

#1740 - [🐛BUG] Failed to use yelp dataset because an assertion error is triggered with the .tip file

Issue - State: closed - Opened by pablozivic over 1 year ago - 4 comments
Labels: bug

#1739 - FEA: Add FM2 in context-aware models

Pull Request - State: open - Opened by ElaineL610 over 1 year ago - 1 comment

#1738 - resume checkpoint

Pull Request - State: closed - Opened by xiaxuchen over 1 year ago

#1736 - [💡SUG] 对于多任务模型，recbole如何设置label？

Issue - State: open - Opened by SscinCUC over 1 year ago - 1 comment
Labels: enhancement

#1735 - 异常中断后加载CheckPoint

Issue - State: closed - Opened by xiaxuchen over 1 year ago - 2 comments
Labels: enhancement

#1734 - [💡SUG] DLRM model implementation?

Issue - State: open - Opened by oleotiger over 1 year ago - 1 comment
Labels: enhancement

#1732 - can recbole deal with csv files in the cofiguration

Issue - State: open - Opened by bodymostafa123 over 1 year ago - 1 comment

#1731 - Criteo-4m，avazu-2m 数据集疑问

Issue - State: closed - Opened by sunorset over 1 year ago - 2 comments

#1730 - 请教一下recbole中的负例采样

Issue - State: closed - Opened by ithok over 1 year ago - 2 comments

#1729 - ItemKNN, DMF, MultiVAE error: HTTPSConnectionPool

Issue - State: closed - Opened by giuspillo over 1 year ago - 2 comments
Labels: question

#1728 - [💡SUG] Dataset parameter problem

Issue - State: open - Opened by frostmourne78 over 1 year ago - 1 comment
Labels: enhancement

#1727 - 如何在训练是给模型输入一些自定义的其他变量

Issue - State: closed - Opened by FollowingWind117 over 1 year ago - 7 comments
Labels: bug

#1726 - 在自己的模型上训练有时会出现ValueError: Training loss is nan的问题

Issue - State: closed - Opened by freedomSummer1964 over 1 year ago - 1 comment

#1725 - 请问recbole在什么情况下会出现killed情况呢？

Issue - State: open - Opened by ithok over 1 year ago - 4 comments

#1724 - 如果想用自定义的数据训练知识图谱模型，kg文件和link文件的具体内容是什么样的？

Issue - State: closed - Opened by xiaobohe123 over 1 year ago - 3 comments

#1723 - Using metric functions in my own model

Issue - State: open - Opened by ajaykv1 over 1 year ago - 1 comment

#1722 - [💡SUG] 对于单节点多GPU来说，GPU的利用率不理想

Issue - State: closed - Opened by lalunex over 1 year ago - 2 comments
Labels: enhancement

#1721 - [🐛BUG] Preload embedding doesn't work

Issue - State: open - Opened by MochizukiShinichi over 1 year ago - 4 comments
Labels: bug

#1719 - FEA: add LightGCL

Pull Request - State: closed - Opened by wending0417 over 1 year ago

#1718 - 关于benchmark_filename的使用

Issue - State: open - Opened by user-AC over 1 year ago - 1 comment
Labels: bug

#1717 - 关于benchmark_filename的使用～

Issue - State: closed - Opened by data-intelligence-cityu over 1 year ago
Labels: bug

#1716 - FIX: fix the error in doc.

Pull Request - State: closed - Opened by zhengbw0324 over 1 year ago

#1715 - [🐛BUG] Training time far greater for similar model.

Issue - State: closed - Opened by williamtraynor over 1 year ago - 2 comments
Labels: question

#1714 - [🐛BUG] np.float not supported in numpy >= 1.20.

Issue - State: closed - Opened by ElkanaBaris over 1 year ago - 6 comments
Labels: bug

#1713 - update np.float to np.float64

Pull Request - State: open - Opened by ElkanaBaris over 1 year ago - 2 comments

#1712 - Does context-aware recommendation only work for 0/1 (CTR) prediction?

Issue - State: open - Opened by MochizukiShinichi over 1 year ago - 1 comment

#1710 - 询问一下版本升级问题

Issue - State: open - Opened by ithok over 1 year ago - 3 comments

#1709 - 无事发生

Issue - State: closed - Opened by Feifei84 over 1 year ago
Labels: bug

#1708 - 如何在recbole里面使用pin_memory与pin_memory的值，以提高模型训练速度？

Issue - State: closed - Opened by lalunex over 1 year ago - 2 comments
Labels: enhancement

#1707 - I want to read my dataset with full path in configuration file

Issue - State: closed - Opened by bodymostafa123 over 1 year ago - 1 comment

#1706 - [question] Does timestamp applied in inference time?

Issue - State: closed - Opened by fenneccat over 1 year ago - 1 comment

#1705 - [💡SUG] 最终的结果可以保留6位小数吗

Issue - State: closed - Opened by BelliumTang over 1 year ago - 2 comments
Labels: enhancement

#1704 - [🐛BUG] 无法运行ml1m数据集了

Issue - State: open - Opened by SakuraXiaMF over 1 year ago - 8 comments
Labels: bug

#1703 - [🐛BUG] 使用源码安装，之后无法快速启动。

Issue - State: closed - Opened by SakuraXiaMF over 1 year ago - 1 comment
Labels: bug

#1702 - [💡SUG] Is it possible to add more item and using pretrained weight for existing items

Issue - State: open - Opened by fenneccat over 1 year ago - 1 comment
Labels: enhancement

#1701 - FAQ of RecBole

Issue - State: open - Opened by Sherry-XLL over 1 year ago
Labels: FAQ

#1700 - 请问一下，对于Sequence Recommendation的模型GRU4Rec和SaSRec，他们的数据都是如何预处理的？

Issue - State: open - Opened by SakuraXiaMF over 1 year ago - 7 comments
Labels: bug

#1699 - I want to read my dataset given my full path in the configuration file

Issue - State: open - Opened by bodymostafa123 over 1 year ago - 2 comments

#1698 - Fix: fix saving and loading for datasets and dataloaders (#1697)

Pull Request - State: closed - Opened by ShadowTinker over 1 year ago - 1 comment

#1697 - [🐛BUG] Dataset save_path mismatches load_path for sequential dataset

Issue - State: closed - Opened by ShadowTinker over 1 year ago - 6 comments
Labels: bug

#1696 - MHCN复现

Issue - State: open - Opened by LDY911 over 1 year ago - 3 comments
Labels: bug

#1695 - [🐛BUG] 关于training negative items的问题

Issue - State: closed - Opened by LiuZS10 over 1 year ago - 3 comments
Labels: question

#1694 - MHCN在Douban数据集上并没有复现出原论文的效果

Issue - State: closed - Opened by LDY911 over 1 year ago - 1 comment
Labels: enhancement

#1693 - [🐛BUG] Case study code error

Issue - State: closed - Opened by fenneccat over 1 year ago
Labels: bug

#1692 - I want to make the embedding layer larger for a pretrained model bert4ec to train on new data

Issue - State: open - Opened by bodymostafa123 over 1 year ago - 8 comments

#1691 - 序列模型NDCG指标比原论文高很多

Issue - State: open - Opened by liliuhaha over 1 year ago - 4 comments
Labels: bug, question

#1690 - feat: add Random algorithm to GeneralRecommenders

Pull Request - State: closed - Opened by guedes-joaofelipe over 1 year ago - 4 comments

#1689 - a problem with pre-trained embeddins

Issue - State: closed - Opened by bodymostafa123 over 1 year ago - 2 comments
Labels: bug

GitHub / RUCAIBox/RecBole issues and pull requests