def ranges(self):
ranges = dict()
ranges["n_estimators"] = ValidSetRange(range(1, 10000), 9)
ranges["max_features"] = ValidSetRange(range(1, 10000), 9)
ranges["min_samples_leaf"] = ValidSetRange(range(1, 10000), 3)
ranges["random_state"] = ValidSetRange(range(1, 1000000), 2019)
return ranges
def ranges(self):
ranges = dict()
ranges["max_iterations"] = ValidSetRange(range(1, 1000000), 1)
ranges["num_epochs"] = ValidSetRange(range(1, 1000), 1)
ranges["batch_size"] = ValidSetRange(range(1, 100), 1)
ranges["dropout"] = ValidFloatRange(0, 1, 0.5)
return ranges
def ranges(self):
ranges = dict()
ranges["size"] = ValidSetRange(range(1, 1000), 100)
ranges["min_count"] = ValidSetRange(range(1, 1000), 5)
ranges["workers"] = ValidSetRange(range(1, 100), 1)
ranges["window"] = ValidSetRange(range(2, 100), 5)
ranges["sample"] = ValidFloatRange(1e-10, 1, 1e-3)
return ranges
def ranges(self):
ranges = dict()
ranges["max_iterations"] = ValidSetRange(range(1, 1000000), 1)
ranges["c1"] = ValidFloatRange(0, 100, 0.01)
ranges["c2"] = ValidFloatRange(0, 100, 0.01)
ranges["window"] = ValidSetRange(range(0, 100), 2)
ranges["prefix"] = ValidSetRange(range(1, 10), 2)
ranges["suffix"] = ValidSetRange(range(1, 10), 2)
return ranges
def ranges(self):
ranges = dict()
ranges["max_iterations"] = ValidSetRange(range(1, 1000000), 1)
ranges["num_epochs"] = ValidSetRange(range(1, 1000), 1)
ranges["batch_size"] = ValidSetRange(range(1, 100), 1)
ranges["dropout"] = ValidFloatRange(0, 1, 0.5)
ranges["char_emb_size"] = ValidSetRange(range(1, 100), 32)
ranges["word_emb_size"] = ValidSetRange(range(1, 1000), 128)
ranges["char_lstm_units"] = ValidSetRange(range(1, 100), 32)
ranges["word_lstm_units"] = ValidSetRange(range(1, 1000), 128)
ranges["use_crf"] = ValidSetRange({False, True}, False)
ranges["use_char_emb"] = ValidSetRange({False, True}, False)
ranges["shuffle"] = ValidSetRange({False, True}, False)
ranges["use_pos_emb"] = ValidSetRange({False, True}, False)
ranges["pos_emb_size"] = ValidSetRange(range(1, 100), 16)
return ranges
def ranges(self):
ranges = dict()
ranges["window"] = ValidSetRange(range(0, 10), 1)
ranges["ngram_slice"] = ValidSetRange(range(1, 10), 1)
return ranges
def ranges(self):
ranges = dict()
ranges["max_depth"] = ValidSetRange(range(1, 100), 10)
ranges["min_samples_leaf"] = ValidSetRange(range(1, 10000), 3)
ranges["random_state"] = ValidSetRange(range(1, 1000000), 2019)
return ranges
def ranges(self):
ranges = dict()
ranges["max_iterations"] = ValidSetRange(range(1, 1000000), 1)
ranges["C"] = ValidFloatRange(0, 10, 1)
return ranges