parameters: (
              self,
              provider,
              use_pre=True,
              epoch=15,
              lr=0.1,
              word_n_grams=2,
              min_count=400,
              dim=100,
              loss="softmax",
              thread=12,
              neg=5)
docstring: Initialize a model manager.
  
          It requires a provider to iterate on for creating the data.
          All hyperparameters for training the model are optional.
docstring_summary: Initialize a model manager.
docstring_tokens: Initialize a model manager .
function: def __init__(
              self,
              provider,
              use_pre=True,
              epoch=15,
              lr=0.1,
              word_n_grams=2,
              min_count=400,
              dim=100,
              loss="softmax",
              thread=12,
              neg=5):
          """Initialize a model manager.
  
          It requires a provider to iterate on for creating the data.
          All hyperparameters for training the model are optional.
          """
          self.provider = provider
          self.use_pre = use_pre
          self.epoch = epoch
          self.lr = lr
          self.wordNgrams = word_n_grams
          self.minCount = min_count
          self.dim = dim
          self.loss = loss
          self.thread = thread
          self.neg = neg
function_tokens: def __init__ ( self , provider , use_pre = True , epoch = 15 , lr = 0.1 , word_n_grams = 2 , min_count = 400 , dim = 100 , loss = "softmax" , thread = 12 , neg = 5 ) : self . provider = provider self . use_pre = use_pre self . epoch = epoch self . lr = lr self . wordNgrams = word_n_grams self . minCount = min_count self . dim = dim self . loss = loss self . thread = thread self . neg = neg