SYMBOL INDEX (30 symbols across 3 files)

FILE: Chapter03/LogisticRegressor.py
  class LogisticRegressor (line 10) | class LogisticRegressor:
    method __init__ (line 11) | def __init__(self, d, n, lr=0.001):
    method fit (line 41) | def fit(self, X, Y, epochs=500):
    method predict (line 51) | def predict(self, X):
    method get_weights (line 54) | def get_weights(self):

FILE: Chapter05/dag.py
  class DAGValidationError (line 11) | class DAGValidationError(Exception):
  class DAG (line 15) | class DAG(object):
    method __init__ (line 18) | def __init__(self):
    method add_node (line 22) | def add_node(self, node_name, graph=None):
    method add_node_if_not_exists (line 30) | def add_node_if_not_exists(self, node_name, graph=None):
    method delete_node (line 36) | def delete_node(self, node_name, graph=None):
    method delete_node_if_exists (line 48) | def delete_node_if_exists(self, node_name, graph=None):
    method add_edge (line 54) | def add_edge(self, ind_node, dep_node, graph=None):
    method delete_edge (line 68) | def delete_edge(self, ind_node, dep_node, graph=None):
    method rename_edges (line 76) | def rename_edges(self, old_task_name, new_task_name, graph=None):
    method predecessors (line 91) | def predecessors(self, node, graph=None):
    method downstream (line 97) | def downstream(self, node, graph=None):
    method all_downstreams (line 105) | def all_downstreams(self, node, graph=None):
    method all_leaves (line 123) | def all_leaves(self, graph=None):
    method from_dict (line 129) | def from_dict(self, graph_dict):
    method reset_graph (line 144) | def reset_graph(self):
    method ind_nodes (line 148) | def ind_nodes(self, graph=None):
    method validate (line 155) | def validate(self, graph=None):
    method topological_sort (line 166) | def topological_sort(self, graph=None):
    method size (line 201) | def size(self):

FILE: Chapter07/loader_celebA.py
  function download_celeb_a (line 15) | def download_celeb_a():
  function plot_images (line 37) | def plot_images(images, mode='RGB'):
  function get_image (line 59) | def get_image(image_path, width, height, mode):
  function get_batch (line 75) | def get_batch(image_files, width, height, mode='RGB'):
  function get_batches (line 88) | def get_batches(batch_size, shape, data_files):