FuxiCTR
FuxiCTR copied to clipboard
reczoo
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
This PR adds the option to add sample weights to model instances, by specifying `weight_col` to the dataset config. This creates a sample_weight: 1 in the feature map `json`. When...
Hi, can you provide the config of the dataset and model about DIN on 'taobao_x1_001' ?
Here's a demo showcasing how to support custom FeatureProcessor. The small dataset used in this demo is sampled from the KKBox dataset provided by BARS (https://github.com/reczoo/Datasets/tree/main/KKBox/KKBox_x1).
Suggest to add a parameter description to some main methods ( such as basemodel.fit ( ) and some models ) to facilitate the user to read the code. Can refer...
+ Wukong: [Towards a Scaling Law for Large-Scale Recommendation](https://arxiv.org/html/2403.02545v1) + [x] [TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest](https://arxiv.org/pdf/2306.00248) + CAN: Feature Co-Action for Click-Through Rate Prediction +...
Huggingface Datasets: ``` dataset = load_dataset("parquet", data_files={split: data_blocks}, split=split) super().__init__(dataset=dataset, num_workers=8, batch_size=self.batch_size) ```
example1_build_dataset_to_npz.py运行完之后，生成的数据test train valid都没有尾缀.npz呀，后面读取文件的时候就会报错例如不存在train.npz 另外强制加了npz尾缀之后，读取又显示ValueError: Cannot load file containing pickled data when allow_pickle=False 感谢解答！
