ValueError: setting an array element with a sequence Keras

Question

我正在构建混合 CNN-RNN 架构来制作预测模型。我在 TensorFlow 中使用了 Keras 实现。但我一直收到这个错误 -

File "try.py", line 56, in <module>
model.fit(data, labels, epochs=10, batch_size=32)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/keras/models.py", line 845, in fit
initial_epoch=initial_epoch)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/keras/engine/training.py", line 1485, in fit
initial_epoch=initial_epoch)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/keras/engine/training.py", line 1140, in _fit_loop
outs = f(ins_batch)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/keras/backend/tensorflow_backend.py", line 2073, in __call__
feed_dict=feed_dict)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 778, in run
run_metadata_ptr)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 954, in _run
np_val = np.asarray(subfeed_val, dtype=subfeed_dtype)
File "/share/apps/caffe_software/anaconda4.3.1/lib/python2.7/site-packages/numpy/core/numeric.py", line 531, in asarray
return array(a, dtype, copy=False, order=order)

ValueError: 使用序列设置数组元素。

我在这里附上我的代码

import gensim
from gensim.models import word2vec
documents = ["Human machine interface for lab abc computer applications",
             "A survey of user opinion of computer system response time",
             "The EPS user interface management system",
             "System and human system engineering testing of EPS",
             "Relation of user perceived response time to error measurement"]
sentences = [[word for word in document.lower().split()] for document in documents]
word_model = gensim.models.word2vec.Word2Vec(sentences, size=200, min_count = 1, window = 5)
word_vectors = word_model.wv
data = np.array(word_vectors, ndmin = 2, dtype = object) 
labels = np.array([0.214285714286], ndmin = 2 , dtype = object) #A Normalised Class Label Name

数据变量给出错误它应该是一个numpy数组，但本质上仍然是词向量序列

Answer 1

将wv词向量转换为适合插入Keras模型的numpy矩阵

ValueError: setting an array element with a sequence Keras

ValueError: setting an array element with a sequence Keras

python

hybrid

deep-learning

keras

tensorflow