DeepCTR and ctr_model_zoo
These are competitors offering overlapping CTR model implementations, though DeepCTR is significantly more mature and widely adopted with comprehensive framework support, while ctr_model_zoo is a smaller PyTorch-specific alternative covering similar model architectures like DeepFM and xDeepFM.
About DeepCTR
shenweichen/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
# Technical Summary for DeepCTR Implements 20+ state-of-the-art CTR prediction architectures (DeepFM, xDeepFM, DCN, AutoInt, etc.) as composable tf.keras models with reusable embedding and attention layers. Supports both rapid prototyping via standard Keras APIs and production-scale distributed training through TensorFlow Estimators with TFRecord input pipelines, maintaining compatibility across TensorFlow 1.x and 2.x.
About ctr_model_zoo
qian135/ctr_model_zoo
some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interest Network
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