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【PyTorch】Easy-to-use package of Cognitive Evolutionary Search (CELS) for Click-Through Rate Prediction

Home Page: https://doi.org/10.1145/3580305.3599277

License: MIT License

Python 99.72% Shell 0.28%
ctr-prediction recommender-systems evolutionary-learning deep-learning feature-selection pytorch

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cels's Issues

【ERROR】python train.py --dataset='criteo' --strategy='1+1'

(clip) charles@mac main % python train.py --dataset='criteo' --strategy='1+1'
Traceback (most recent call last):
File "/Users/charles/Desktop/CELS_github/main/train.py", line 22, in
train(params=args)
File "/Users/charles/Desktop/CELS_github/run/run_criteo_cels.py", line 53, in train
evolution_search(feature_columns=fixlen_feature_columns, feature_index=feature_index,
File "/Users/charles/Desktop/CELS_github/trainer/cels_s1_trainer.py", line 44, in evolution_search
cels_model.fit_1_plus_1(train_model_input, data_train[label_name].values,
File "/Users/charles/Desktop/CELS_github/model/CELS_Model.py", line 249, in fit_1_plus_1
torch.from_numpy(y))
TypeError: can't convert np.ndarray of type numpy.object_. The only supported types are: float64, float32, float16, complex64, complex128, int64, int32, int16, int8, uint8, and bool.

CELS_github\model\CELS_Model.py", line 372, in fit_n_1

CELS_github\model\CELS_Model.py", line 372, in fit_n_1
torch.from_numpy(y))
TypeError: can't convert np.ndarray of type numpy.object_. The only supported types are: float64, float32, float16, complex64, complex128, int64, int32, int16, int8, uint8, and bool.

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