openai / supervised-reptile - Conditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 92 units with 987 lines of code in units (79.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
5 simple units (154 lines of code)
87 very simple units (833 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def train() in supervised_reptile/train.py	61	10	23
function randomInit() in web/src/webworker.js	54	8	1
def _mini_batches() in supervised_reptile/reptile.py	19	7	4
def _split_train_test() in supervised_reptile/reptile.py	14	7	2
def print_var() in web/helpers/export.py	6	6	3
def read_dataset() in supervised_reptile/omniglot.py	9	5	1
DrawingCell.prototype._centeredPaths = function() in web/src/drawing.js	28	5	0
function makeWorkerBlob() in web/src/evaluator.js	13	5	1
def sample() in supervised_reptile/miniimagenet.py	7	4	2
def train_step() in supervised_reptile/reptile.py	25	4	12
def evaluate() in supervised_reptile/reptile.py	23	4	11
def train_step() in supervised_reptile/reptile.py	28	4	12
def _mini_batches() in supervised_reptile/reptile.py	9	4	5
def sample() in supervised_reptile/omniglot.py	7	4	2
def main() in web/helpers/export.py	18	4	0
function drawPaths() in web/src/drawing.js	14	4	3
UI.prototype._runNetwork = function() in web/src/ui.js	14	4	0
function computeLoss() in web/src/webworker.js	16	4	1
def weight_decay() in supervised_reptile/variables.py	5	3	2
def __init__() in supervised_reptile/variables.py	7	3	3
def _read_classes() in supervised_reptile/miniimagenet.py	3	3	1
def _test_predictions() in supervised_reptile/reptile.py	10	3	5
def _sample_mini_dataset() in supervised_reptile/reptile.py	6	3	3
def augment_dataset() in supervised_reptile/omniglot.py	4	3	1
DrawingCell.prototype.enableInteraction = function() in web/src/drawing.js	9	3	0
DrawingCell.prototype.tensor = function() in web/src/drawing.js	21	3	1
UI.prototype._cellChanged = function() in web/src/ui.js	12	3	0
UI.prototype._hasEmptyCell = function() in web/src/ui.js	8	3	0
Predictions.prototype.setProbs = function() in web/src/predictions.js	13	3	1
function trainNetwork() in web/src/webworker.js	17	3	3
function trainedInit() in web/src/webworker.js	12	3	0
def __init__() in supervised_reptile/models.py	14	2	4
def __init__() in supervised_reptile/models.py	15	2	4
def average_vars() in supervised_reptile/variables.py	5	2	1
def subtract_vars() in supervised_reptile/variables.py	2	2	2
def add_vars() in supervised_reptile/variables.py	2	2	2
def scale_vars() in supervised_reptile/variables.py	2	2	2
def read_dataset() in supervised_reptile/miniimagenet.py	2	2	1
def _read_image() in supervised_reptile/miniimagenet.py	7	2	2
def model_kwargs() in supervised_reptile/args.py	5	2	1
def train_kwargs() in supervised_reptile/args.py	19	2	1
def _args_reptile() in supervised_reptile/args.py	4	2	1
def evaluate() in supervised_reptile/eval.py	23	2	12
def __init__() in supervised_reptile/reptile.py	7	2	5
def _read_image() in supervised_reptile/omniglot.py	7	2	2
DrawingCell.prototype._redraw = function() in web/src/drawing.js	15	2	0
function UI() in web/src/ui.js	12	2	0
UI.prototype._setupTrainElement = function() in web/src/ui.js	18	2	0
UI.prototype._loadDefault = function() in web/src/ui.js	6	2	0
UI.prototype._clearAll = function() in web/src/ui.js	6	2	0