SYMBOL INDEX (33 symbols across 7 files)

FILE: build_numpy_arrays_for_lightgbm.py
  function dump_data_to_numpy (line 17) | def dump_data_to_numpy(mode, output_file, workers=1, batchsize=1000, rem...

FILE: dataset.py
  class LMDBReader (line 23) | class LMDBReader(object):
    method __init__ (line 25) | def __init__(self, path, postproc_func=None):
    method __call__ (line 29) | def __call__(self, key):
  function features_postproc_func (line 39) | def features_postproc_func(x):
  function tags_postproc_func (line 48) | def tags_postproc_func(x):
  class Dataset (line 54) | class Dataset(data.Dataset):
    method __init__ (line 58) | def __init__(self, metadb_path, features_lmdb_path,
    method __len__ (line 139) | def __len__(self):
    method __getitem__ (line 142) | def __getitem__(self, index):

FILE: evaluate.py
  function detach_and_copy_array (line 26) | def detach_and_copy_array(array):
  function normalize_results (line 34) | def normalize_results(labels_dict, results_dict, use_malware=True, use_c...
  function evaluate_network (line 56) | def evaluate_network(results_dir, checkpoint_file,
  function evaluate_lgb (line 99) | def evaluate_lgb(lightgbm_model_file,

FILE: generators.py
  class GeneratorFactory (line 18) | class GeneratorFactory(object):
    method __init__ (line 19) | def __init__(self, ds_root, batch_size=None, mode='train', num_workers...
    method __call__ (line 48) | def __call__(self):
  function get_generator (line 52) | def get_generator(mode, path=config.db_path, use_malicious_labels=True, ...

FILE: nets.py
  class PENetwork (line 13) | class PENetwork(nn.Module):
    method __init__ (line 19) | def __init__(self,use_malware=True,use_counts=True,use_tags=True,n_tag...
    method forward (line 50) | def forward(self,data):

FILE: plot.py
  function collect_dataframes (line 34) | def collect_dataframes(run_id_to_filename_dictionary):
  function get_tprs_at_fpr (line 41) | def get_tprs_at_fpr(result_dataframe, key, target_fprs=None):
  function get_roc_curve (line 57) | def get_roc_curve(result_dataframe, key):
  function get_auc_score (line 70) | def get_auc_score(result_dataframe, key):
  function interpolate_rocs (line 83) | def interpolate_rocs(id_to_roc_dictionary, eval_fpr_points=None):
  function plot_roc_with_confidence (line 108) | def plot_roc_with_confidence(id_to_dataframe_dictionary, key, filename, ...
  function plot_tag_results (line 153) | def plot_tag_results(dataframe, filename):
  function plot_tag_result (line 173) | def plot_tag_result(results_file, output_filename):
  function plot_roc_distribution_for_tag (line 189) | def plot_roc_distribution_for_tag(run_to_filename_json, output_filename,...

FILE: train.py
  function compute_loss (line 31) | def compute_loss(predictions, labels, loss_wts={'malware': 1.0, 'count':...
  function train_network (line 64) | def train_network(train_db_path=config.db_path,
  function train_lightGBM (line 167) | def train_lightGBM(train_npz_file, validation_npz_file, model_configurat...