Questions tagged «probability»

1
我应该使用多少个LSTM细胞?
是否有关于我应使用的LSTM电池的最小,最大和“合理”数量的经验法则(或实际规则)?具体来说,我与TensorFlow和property 有关的BasicLSTMCell有关num_units。 请假设我有以下定义的分类问题: t - number of time steps n - length of input vector in each time step m - length of output vector (number of classes) i - number of training examples 例如,训练示例的数量应该大于: 4*((n+1)*m + m*m)*c c单元数在哪里?我基于此:如何计算LSTM网络的参数数量?据我了解,这应该给出参数的总数,该总数应少于训练示例的数量。
12 rnn  machine-learning  r  predictive-modeling  random-forest  python  language-model  sentiment-analysis  encoding  machine-learning  deep-learning  neural-network  dataset  caffe  classification  xgboost  multiclass-classification  unbalanced-classes  time-series  descriptive-statistics  python  r  clustering  machine-learning  python  deep-learning  tensorflow  machine-learning  python  predictive-modeling  probability  scikit-learn  svm  machine-learning  python  classification  gradient-descent  regression  research  python  neural-network  deep-learning  convnet  keras  python  tensorflow  machine-learning  deep-learning  tensorflow  python  r  bigdata  visualization  rstudio  pandas  pyspark  dataset  time-series  multilabel-classification  machine-learning  neural-network  ensemble-modeling  kaggle  machine-learning  linear-regression  cnn  convnet  machine-learning  tensorflow  association-rules  machine-learning  predictive-modeling  training  model-selection  neural-network  keras  deep-learning  deep-learning  convnet  image-classification  predictive-modeling  prediction  machine-learning  python  classification  predictive-modeling  scikit-learn  machine-learning  python  random-forest  sampling  training  recommender-system  books  python  neural-network  nlp  deep-learning  tensorflow  python  matlab  information-retrieval  search  search-engine  deep-learning  convnet  keras  machine-learning  python  cross-validation  sampling  machine-learning 
By using our site, you acknowledge that you have read and understand our Cookie Policy and Privacy Policy.
Licensed under cc by-sa 3.0 with attribution required.