BLSTM_Bilinear_classification_model.py 文件源码

def batch_cosine(self, doc_batch_proj, query_batch_proj):
        dot_prod = T.batched_dot(doc_batch_proj, query_batch_proj)

        doc_square = doc_batch_proj ** 2
        query_square = query_batch_proj ** 2

        doc_norm = (T.sqrt(doc_square.sum(axis = 1))).sum()
        query_norm = T.sqrt(query_square.sum(axis = 1)).sum()

        batch_cosine_vec = dot_prod/(doc_norm * query_norm)
        return batch_cosine_vec