Repository Analysis

DataTalksClub/machine-learning-zoomcamp

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0.4 Likely human-written View on GitHub

0.4

Adjusted Score

0.4

Raw Score

100%

Time Factor

2026-05-24

Last Push

13,162

Stars

Jupyter Notebook

Language

25,452

Lines of Code

330

Files

8

Pattern Hits

2026-05-31

Scan Date

Score History

Severity Breakdown

CRITICAL 0HIGH 0MEDIUM 1LOW 7

Pattern Findings

8 matches across 3 categories. Click a row to expand file-level details.

Hyper-Verbose Identifiers4 hits · 4 pts

Severity	File	Line	Snippet
LOW	08-deep-learning/pytorch/README.md	545	def train_and_evaluate_with_checkpointing(model, optimizer, train_loader, val_loader, criterion, num_epochs, device):
LOW	01-intro/08-linear-algebra.md	38	def vector_vector_multiplication(u, v):
LOW	01-intro/08-linear-algebra.md	54	def matrix_vector_multiplication(U, v):
LOW	01-intro/08-linear-algebra.md	70	def matrix_matrix_multiplication(U, V):

Excessive Try-Catch Wrapping2 hits · 3 pts

Severity	File	Line	Snippet
LOW	10-kubernetes/workshop/load_test.py	17	except Exception as e:
MEDIUM	10-kubernetes/workshop/load_test.py	13	def send_request(_):

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet
LOW	10-kubernetes/code/gateway.py	7
LOW	11-kserve/code/churn/churn-train.py	4