fastai/fastai

Pattern Findings

381 matches across 9 categories. Click a row to expand file-level details.

Unused Imports344 hits · 310 pts

Severity	File	Line
LOW	nbs/dltest.py	1
LOW	nbs/dltest.py	2
LOW	nbs/examples/distrib.py	1
LOW	nbs/examples/distrib.py	2
LOW	nbs/examples/distrib.py	3
LOW	nbs/examples/dataloader_spawn.py	4
LOW	nbs/examples/train_imdbclassifier.py	1
LOW	nbs/examples/train_imdbclassifier.py	2
LOW	nbs/examples/train_imdbclassifier.py	3
LOW	nbs/examples/train_imdbclassifier.py	5
LOW	nbs/examples/train_imdbclassifier.py	6
LOW	nbs/examples/train_imdbclassifier.py	7
LOW	nbs/examples/train_imagenette.py	1
LOW	nbs/examples/train_imagenette.py	2
LOW	nbs/examples/train_imagenette.py	3
LOW	nbs/examples/train_imagenette.py	4
LOW	nbs/examples/train_imagenette.py	6
LOW	nbs/examples/train_imagenette.py	7
LOW	nbs/examples/train_imagenette.py	8
LOW	nbs/examples/train_imagenette.py	9
LOW	nbs/examples/mnist_items.py	1
LOW	nbs/examples/mnist_blocks.py	1
LOW	nbs/examples/train_wt2.py	1
LOW	nbs/examples/train_wt2.py	2
LOW	nbs/examples/train_wt2.py	3
LOW	nbs/examples/train_wt2.py	4
LOW	nbs/examples/distrib_pytorch.py	1
LOW	nbs/examples/distrib_pytorch.py	2
LOW	nbs/examples/train_tabular.py	1
LOW	nbs/examples/train_tabular.py	2
LOW	nbs/examples/train_tabular.py	3
LOW	nbs/examples/train_tabular.py	4
LOW	nbs/examples/train_tabular.py	6
LOW	nbs/examples/train_tabular.py	7
LOW	nbs/examples/migrating_fastai.py	1
LOW	fastai/torch_imports.py	1
LOW	fastai/torch_imports.py	2
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	3
LOW	fastai/torch_imports.py	4
LOW	fastai/torch_imports.py	5
LOW	fastai/torch_imports.py	6
LOW	fastai/torch_imports.py	6
LOW	fastai/torch_imports.py	6
LOW	fastai/torch_imports.py	6
LOW	fastai/torch_imports.py	7
LOW	fastai/torch_imports.py	7
LOW	fastai/torch_imports.py	8
LOW	fastai/torch_imports.py	8
LOW	fastai/metrics.py	18
LOW	fastai/metrics.py	19
LOW	fastai/metrics.py	20
LOW	fastai/test_utils.py	12
LOW	fastai/test_utils.py	13
LOW	fastai/test_utils.py	14
284 more matches not shown…

Excessive Try-Catch Wrapping13 hits · 15 pts

Severity	File	Line	Snippet
MEDIUM	fastai/fp16_utils.py	121	print("Error in prep_param_lists: model may contain a mixture of parameters "
LOW	fastai/vision/utils.py	37	except Exception as e: f"Couldn't download {url}."
LOW	fastai/medical/imaging.py	385	except Exception as e:
LOW	fastai/callback/wandb.py	70	except Exception as e:
LOW	fastai/callback/wandb.py	107	except Exception as e:
LOW	fastai/callback/wandb.py	130	except Exception as e:
MEDIUM	fastai/callback/wandb.py	124	def log_predictions(self):
LOW	fastai/callback/hook.py	100	except Exception as e:
LOW	fastai/callback/core.py	65	except Exception as e: raise modify_exception(e, f'Exception occured in `{self.__class__.__name__}` when cal
LOW	fastai/data/core.py	107	except Exception as e:
LOW	fastai/data/block.py	182	except Exception as e:
LOW	fastai/data/block.py	236	except Exception as e:
LOW	fastai/data/load.py	183	except Exception as e:

Deep Nesting9 hits · 9 pts

Severity	File	Line
LOW	nbs/examples/train_imagenette.py	39
LOW	fastai/metrics.py	421
LOW	fastai/torch_core.py	531
LOW	fastai/fp16_utils.py	137
LOW	fastai/learner.py	451
LOW	fastai/text/learner.py	174
LOW	fastai/callback/wandb.py	53
LOW	fastai/data/load.py	71
LOW	fastai/data/load.py	158

Hyper-Verbose Identifiers6 hits · 6 pts

Severity	File	Line	Snippet
LOW	fastai/interpret.py	164	def print_classification_report(self):
LOW	fastai/fp16_utils.py	137	def model_grads_to_master_grads(model_params, master_params, flat_master=False):
LOW	fastai/fp16_utils.py	159	def master_params_to_model_params(model_params, master_params, flat_master=False):
LOW	fastai/vision/utils.py	19	def _get_downloaded_image_filename(dest, name, suffix):
LOW	fastai/callback/tensorboard.py	101	def _write_projector_embedding(learn, writer, feat):
LOW	fastai/callback/tensorboard.py	137	def projector_word_embeddings(learn=None, layer=None, vocab=None, limit=-1, start=0, log_dir=None):

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet
LOW	fastai/callback/wandb.py	55	# Check if wandb.init has been called
LOW	fastai/callback/wandb.py	230	# Check if wandb.init has been called in case datasets are logged manually
LOW	fastai/callback/fp16.py	211	# Check if it's been long enough without overflow

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet
MEDIUM	fastai/tabular/data.py	24	cat_names:list=None, # Column names pertaining to categorical variables
MEDIUM	fastai/tabular/data.py	25	cont_names:list=None, # Column names pertaining to continuous variables

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet
MEDIUM	fastai/interpret.py	132	# This function is mainly copied from the sklearn docs

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet
LOW	fastai/vision/gan.py	241	# "Show a sample image."
LOW	fastai/callback/schedule.py	21	def __init__(self, f, start, end): store_attr('f,start,end')

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet
LOW	fastai/data/block.py	84	_msg = "If you wanted to compose several transforms in your getter don't forget to wrap them in a `Pipeline`."

Score History

Severity Breakdown

Pattern Findings