def both():
both_dict = default_dict.copy()
both_dict['title'] = 'First Real Experiment'
both_dict['part'] = '1'
both_dict['maxim'] = 20
both_dict['train_time'] = 200
both_gt = BrownGrammarTrainer(**both_dict)
both_gt.timed_train(s=4)
both_gt.make_csv_and_pickle()
def both():
both_dict = default_dict.copy()
both_dict['title'] = 'First Real Experiment'
both_dict['part'] = '1'
both_dict['maxim'] = 20
both_dict['train_time'] = 200
both_gt = BrownGrammarTrainer(**both_dict)
both_gt.timed_train(s=4)
both_gt.make_csv_and_pickle()
def small_set_flex():
small_dict = default_dict.copy()
small_dict['title'] = 'SvsM1'
small_dict['part'] = 'small_flex'
small_dict['maxim'] = 7
small_dict['train_time'] = 40
small_gt = BrownGrammarTrainer(**small_dict)
small_gt.timed_train(s=2)
small_gt.make_csv_and_pickle()
def no_num():
punct_dict = default_dict.copy()
punct_dict['title'] = 'First Real Experiment'
punct_dict['part'] = '3'
punct_dict['maxim'] = 20
punct_dict['train_time'] = 200
punct_dict['include_numbers'] = False
punct_gt = BrownGrammarTrainer(**punct_dict)
punct_gt.timed_train(s=4)
punct_gt.make_csv_and_pickle()
def no_punct():
num_dict = default_dict.copy()
num_dict['title'] = 'First Real Experiment'
num_dict['part'] = '2'
num_dict['maxim'] = 20
num_dict['train_time'] = 200
num_dict['include_punctuation'] = False
num_gt = BrownGrammarTrainer(**num_dict)
num_gt.timed_train(s=4)
num_gt.make_csv_and_pickle()
def no_num():
punct_dict = default_dict.copy()
punct_dict['title'] = 'First Real Experiment'
punct_dict['part'] = '3'
punct_dict['maxim'] = 20
punct_dict['train_time'] = 200
punct_dict['include_numbers'] = False
punct_gt = BrownGrammarTrainer(**punct_dict)
punct_gt.timed_train(s=4)
punct_gt.make_csv_and_pickle()
def no_punct():
num_dict = default_dict.copy()
num_dict['title'] = 'First Real Experiment'
num_dict['part'] = '2'
num_dict['maxim'] = 20
num_dict['train_time'] = 200
num_dict['include_punctuation'] = False
num_gt = BrownGrammarTrainer(**num_dict)
num_gt.timed_train(s=4)
num_gt.make_csv_and_pickle()
def small_set():
small_dict = default_dict.copy()
small_dict['title'] = 'SvsM1'
small_dict['part'] = 'small'
small_dict['maxim'] = 7
small_dict['train_time'] = 50
small_dict['include_punctuation'] = False
small_dict['include_numbers'] = False
small_gt = BrownGrammarTrainer(**small_dict)
small_gt.timed_train(s=2)
small_gt.make_csv_and_pickle()
def try_gen_error():
gen_dict = default_dict.copy()
gen_dict['title'] = 'Gen Error Trial'
gen_dict['minim'] = 4
gen_dict['maxim'] = 4
gen_dict['include_punctuation'] = False
gen_dict['include_numbers'] = False
gen_dict['gen_len'] = 8
gt = BrownGrammarTrainer(**gen_dict)
gt.timed_train()
gt.make_csv_and_pickle()
def med_set_flex():
med_dict = default_dict.copy()
med_dict['title'] = 'SvsM1'
med_dict['maxim'] = 7
med_dict['train_time'] = 40
#### THE PART THAT'S DIFFERENT ###
##################################
med_dict['part'] = 'med_flex'
med_dict['medium'] = True
##################################
med_gt = BrownGrammarTrainer(**med_dict)
med_gt.timed_train(s=2)
med_gt.make_csv_and_pickle()
def med_set():
med_dict = default_dict.copy()
med_dict['title'] = 'SvsM1'
med_dict['include_punctuation'] = False
med_dict['include_numbers'] = False
med_dict['maxim'] = 7
med_dict['train_time'] = 50
#### THE PART THAT'S DIFFERENT ###
##################################
med_dict['part'] = 'med'
med_dict['medium'] = True
##################################
med_gt = BrownGrammarTrainer(**med_dict)
med_gt.timed_train(s=2)
med_gt.make_csv_and_pickle()
from GrammarBrain.BrownGrammarTrainer import BrownGrammarTrainer
from GrammarBrain.brown_data.util.Experiments import default_dict
gen_dict = default_dict.copy()
gen_dict['title'] = 'Gen Error 4 to 8'
gen_dict['minim'] = 4
gen_dict['maxim'] = 8
gen_dict['include_punctuation'] = False
gen_dict['include_numbers'] = False
gen_dict['gen_len'] = 20
gen_dict['train_time'] = 40
def gen_error_1():
gen_dict_1 = gen_dict.copy()
gen_dict_1['part'] = 1
gt = BrownGrammarTrainer(**gen_dict_1)
gt.timed_train(s=4)
gt.make_csv_and_pickle()
def gen_error_2():
gen_dict_2 = gen_dict.copy()
gen_dict_2['part'] = 2
gen_dict_2['include_punctuation'] = True
gen_dict_2['include_numbers'] = True
gt = BrownGrammarTrainer(**gen_dict_2)
gt.timed_train(s=4)
gt.make_csv_and_pickle()
def gen_error_3():
gen_dict_3 = gen_dict.copy()
gen_dict_3['part'] = 3
