SYMBOL INDEX (126 symbols across 10 files)

FILE: .github/scripts/release.py
  function get_last_version (line 6) | def get_last_version() -> str:
  function bump_patch_number (line 22) | def bump_patch_number(version_number: str) -> str:
  function create_new_patch_release (line 28) | def create_new_patch_release():

FILE: src/tasksource/.ipynb_checkpoints/access-checkpoint.py
  class lazy_mtasks (line 15) | class lazy_mtasks:
    method __getattr__ (line 16) | def __getattr__(self, name):
    method __dir__ (line 20) | def __dir__(self):
  function parse_var_name (line 25) | def parse_var_name(s):
  function pretty_name (line 38) | def pretty_name(x):
  function list_tasks (line 45) | def list_tasks(tasks_path=f'{os.path.dirname(__file__)}/tasks.py',multil...
  function dict_to_query (line 84) | def dict_to_query(d=dict(), **kwargs):
  function load_preprocessing (line 88) | def load_preprocessing(tasks=tasks, **kwargs):
  function load_task (line 97) | def load_task(id=None, dataset_name=None,config_name=None,task_name=None...

FILE: src/tasksource/.ipynb_checkpoints/preprocess-checkpoint.py
  function get_column_names (line 16) | def get_column_names(dataset):
  function sample_dataset (line 24) | def sample_dataset(dataset,n=10000, n_eval=1000,seed=0):
  class Preprocessing (line 31) | class Preprocessing(DotWiz):
    method __post_init__ (line 35) | def __post_init__(self):
    method __map_to_target (line 39) | def __map_to_target(x,fn=lambda x:None, target=None):
    method load (line 43) | def load(self):
    method __call__ (line 46) | def __call__(self,dataset, max_rows=None, max_rows_eval=None,seed=0):
  class cat (line 87) | class cat(Preprocessing):
    method __call__ (line 91) | def __call__(self, example=None):
  function pretty (line 100) | def pretty(f):
  class dotgetter (line 114) | class dotgetter:
    method __init__ (line 115) | def __init__(self, path=''):
    method __bool__ (line 118) | def __bool__(self):
    method __getattr__ (line 121) | def __getattr__(self, k):
    method __getitem__ (line 124) | def __getitem__(self, i):
    method __call__ (line 127) | def __call__(self, example=None):
    method __hash__ (line 130) | def __hash__(self):
  class ClassificationFields (line 135) | class ClassificationFields(Preprocessing):
  class Seq2SeqLMFields (line 141) | class Seq2SeqLMFields(Preprocessing):
  class TokenClassificationFields (line 146) | class TokenClassificationFields(Preprocessing):
  class MultipleChoiceFields (line 151) | class MultipleChoiceFields(Preprocessing):
    method __post_init__ (line 156) | def __post_init__(self):
    method __call__ (line 163) | def __call__(self,dataset, *args, **kwargs):
    method flatten_choice_list (line 176) | def flatten_choice_list(x, n_options=None):
    method sample_choices (line 190) | def sample_choices(x, n_options=None):
  class SharedFields (line 208) | class SharedFields:
  class Classification (line 218) | class Classification(SharedFields, ClassificationFields): pass
  class MultipleChoice (line 221) | class MultipleChoice(SharedFields, MultipleChoiceFields): pass
  class TokenClassification (line 224) | class TokenClassification(SharedFields, TokenClassificationFields): pass
  class Seq2SeqLM (line 227) | class Seq2SeqLM(SharedFields, Seq2SeqLMFields): pass
  function name (line 233) | def name(label_name, classes):
  function fix_splits (line 236) | def fix_splits(dataset):
  function fix_labels (line 280) | def fix_labels(dataset, label_key='labels'):
  function concatenate_dataset_dict (line 292) | def concatenate_dataset_dict(l):

FILE: src/tasksource/.ipynb_checkpoints/recast-checkpoint.py
  function render_options (line 13) | def render_options(options):
  function render_classification (line 17) | def render_classification(text,options,answer):
  function render_token_classification (line 23) | def render_token_classification(tokens,options,labels):
  function render_multiple_choice (line 29) | def render_multiple_choice(prompt, options, labels):
  function negative_sample_options (line 38) | def negative_sample_options(y, labels,N=4):
  function shuffle_choices (line 44) | def shuffle_choices(x):
  function recast_dataset_classification_to_mc (line 54) | def recast_dataset_classification_to_mc(dataset,sep="[SEP]",N=4):
  function recast_instruct (line 76) | def recast_instruct(dataset):

FILE: src/tasksource/.ipynb_checkpoints/tasks-checkpoint.py
  function remove_neg_1 (line 51) | def remove_neg_1(dataset):
  function _imppres_post_process (line 149) | def _imppres_post_process(ds,prefix=''):
  function _split_choices (line 331) | def _split_choices(s):
  function stance_kwargs (line 397) | def stance_kwargs(topic):
  function _preprocess_chatgpt_detection (line 691) | def _preprocess_chatgpt_detection(ex):
  function _udep_post_process (line 915) | def _udep_post_process(ds):
  function _icl_rand (line 1026) | def _icl_rand(x):
  function _preprocess_chatbot_arena (line 1051) | def _preprocess_chatbot_arena(ds):
  function _nlgraph_binarize (line 1112) | def _nlgraph_binarize(x):

FILE: src/tasksource/access.py
  class lazy_mtasks (line 15) | class lazy_mtasks:
    method __getattr__ (line 16) | def __getattr__(self, name):
    method __dir__ (line 20) | def __dir__(self):
  function parse_var_name (line 25) | def parse_var_name(s):
  function pretty_name (line 38) | def pretty_name(x):
  function list_tasks (line 45) | def list_tasks(tasks_path=f'{os.path.dirname(__file__)}/tasks.py',multil...
  function dict_to_query (line 84) | def dict_to_query(d=dict(), **kwargs):
  function load_preprocessing (line 88) | def load_preprocessing(tasks=tasks, **kwargs):
  function load_task (line 97) | def load_task(id=None, dataset_name=None,config_name=None,task_name=None...

FILE: src/tasksource/mtasks.py
  function all (line 5) | def all(dataset_name):
  function concatenate_configs (line 13) | def concatenate_configs(dataset):
  function udep_post_process (line 102) | def udep_post_process(ds):

FILE: src/tasksource/preprocess.py
  function get_column_names (line 16) | def get_column_names(dataset):
  function sample_dataset (line 24) | def sample_dataset(dataset,n=10000, n_eval=1000,seed=0):
  class Preprocessing (line 31) | class Preprocessing(DotWiz):
    method __post_init__ (line 35) | def __post_init__(self):
    method __map_to_target (line 39) | def __map_to_target(x,fn=lambda x:None, target=None):
    method load (line 43) | def load(self):
    method __call__ (line 46) | def __call__(self,dataset, max_rows=None, max_rows_eval=None,seed=0):
  class cat (line 87) | class cat(Preprocessing):
    method __call__ (line 91) | def __call__(self, example=None):
  function pretty (line 100) | def pretty(f):
  class dotgetter (line 114) | class dotgetter:
    method __init__ (line 115) | def __init__(self, path=''):
    method __bool__ (line 118) | def __bool__(self):
    method __getattr__ (line 121) | def __getattr__(self, k):
    method __getitem__ (line 124) | def __getitem__(self, i):
    method __call__ (line 127) | def __call__(self, example=None):
    method __hash__ (line 130) | def __hash__(self):
  class ClassificationFields (line 135) | class ClassificationFields(Preprocessing):
  class Seq2SeqLMFields (line 141) | class Seq2SeqLMFields(Preprocessing):
  class TokenClassificationFields (line 146) | class TokenClassificationFields(Preprocessing):
  class MultipleChoiceFields (line 151) | class MultipleChoiceFields(Preprocessing):
    method __post_init__ (line 156) | def __post_init__(self):
    method __call__ (line 163) | def __call__(self,dataset, *args, **kwargs):
    method flatten_choice_list (line 176) | def flatten_choice_list(x, n_options=None):
    method sample_choices (line 190) | def sample_choices(x, n_options=None):
  class SharedFields (line 208) | class SharedFields:
  class Classification (line 218) | class Classification(SharedFields, ClassificationFields): pass
  class MultipleChoice (line 221) | class MultipleChoice(SharedFields, MultipleChoiceFields): pass
  class TokenClassification (line 224) | class TokenClassification(SharedFields, TokenClassificationFields): pass
  class Seq2SeqLM (line 227) | class Seq2SeqLM(SharedFields, Seq2SeqLMFields): pass
  function name (line 233) | def name(label_name, classes):
  function fix_splits (line 236) | def fix_splits(dataset):
  function fix_labels (line 280) | def fix_labels(dataset, label_key='labels'):
  function concatenate_dataset_dict (line 292) | def concatenate_dataset_dict(l):

FILE: src/tasksource/recast.py
  function render_options (line 13) | def render_options(options):
  function render_classification (line 17) | def render_classification(text,options,answer):
  function render_token_classification (line 23) | def render_token_classification(tokens,options,labels):
  function render_multiple_choice (line 29) | def render_multiple_choice(prompt, options, labels):
  function negative_sample_options (line 38) | def negative_sample_options(y, labels,N=4):
  function shuffle_choices (line 44) | def shuffle_choices(x):
  function recast_dataset_classification_to_mc (line 54) | def recast_dataset_classification_to_mc(dataset,sep="[SEP]",N=4):
  function recast_instruct (line 76) | def recast_instruct(dataset):

FILE: src/tasksource/tasks.py
  function remove_neg_1 (line 51) | def remove_neg_1(dataset):
  function _imppres_post_process (line 149) | def _imppres_post_process(ds,prefix=''):
  function _split_choices (line 331) | def _split_choices(s):
  function stance_kwargs (line 397) | def stance_kwargs(topic):
  function _preprocess_chatgpt_detection (line 691) | def _preprocess_chatgpt_detection(ex):
  function _udep_post_process (line 915) | def _udep_post_process(ds):
  function _icl_rand (line 1026) | def _icl_rand(x):
  function _preprocess_chatbot_arena (line 1051) | def _preprocess_chatbot_arena(ds):
  function _nlgraph_binarize (line 1112) | def _nlgraph_binarize(x):