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用ml-1m跑模型Pop、BPR他们的Hit@10和20特别高,远超现有的一些深度学习模型,SASRec才23,而他们分别达到了
Pop 29.387 43.295
BPR 33.411 49.47
而NDCG@10和20是正常的。
cyxg7 updated
6 months ago
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After fixing issue #160, Noticed the embroider build doesn't include `.js` file in the `dist` location. As a result, fastboot application fails with following error:
```
Error: ENOENT: no such fil…
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I use the source code provided here. Download the ml-1m dataset, just run sh duorec.sh
I can't get the result as the paper.
More interesting, the baseline use BPR loss as the main objective whi…
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Is it possible to perform `Quantization Aware Training` on Sentence Transformers, beyond [fp16 and bf16](https://github.com/huggingface/transformers/blob/main/src/transformers/training_args.py#L404-L4…
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## Description
I try to initialize a string attribute on an object which I have defined in a XML:
Object:
```
DeviceType
i=58
```
Attribu…
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关于BPR模型的一些问题
您好,感谢你们的工作!
我在做实验时发现在Yelp数据集上跑BPR模型跑出来的效果特别高,想请问一下为什么会出现这种情况
以下是我的参数设置
# dataset config
# yelp dataset config
# dataset config
field_separator: "\t"
seq_separator: " "
USER_ID_F…
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HI all,
I've run libfm in Ubuntu using the dataset detailed below,
Random model run OK,
however when I tried the rest of the models in my list (I followed the models_example.py example provided h…
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### Description
from https://github.com/microsoft/recommenders/blob/master/reco_utils/recommender/cornac/cornac_utils.py#L50
```
def predict_ranking(
model,
data,
usercol=DEFAULT…
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When I try to set a massive number of iterations, e.g.
```python
fm = bpr.FMRecommender(n_iter=10000000000000, init_stdev=0.1, step_size=0.01, rank=10, random_state=123)
fm.fit(X, compares)
```
…
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log file not found when running on private dataset
`FileNotFoundError: [Errno 2] No such file or directory: '/Users/user/recsys_research/log/BPR/BPR-data/recbole-Jun-22-2023_13-03-34-c88916.log'`
i …