Issues

• train.py — Main Training Entry Point

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#14 · Filter by author AbdoCrow opened on Apr 12, 2026

• infer.py — Inference Script for Submission

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#13 · Filter by author AbdoCrow opened on Apr 12, 2026

• training/trainer.py — Training Loop with Optimizer, Scheduler, Early Stopping

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#12 · Filter by author AbdoCrow opened on Apr 12, 2026

• training/evaluation.py — Performance Analysis and Error Diagnostics

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#11 · Filter by author AbdoCrow opened on Apr 12, 2026

• data_pipeline/dataset.py — PyTorch Dataset and DataLoader

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#10 · Filter by author AbdoCrow opened on Apr 12, 2026

• data_pipeline/splits.py — Stratified Train / Val / Test Split

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#9 · Filter by author AbdoCrow opened on Apr 11, 2026

• features/augmentation.py — Data Augmentation for Training

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#8 · Filter by author AbdoCrow opened on Apr 11, 2026

• features/mel_spectrogram.py — Mel Spectrogram Extraction

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#7 · Filter by author AbdoCrow opened on Apr 11, 2026

• features/padding.py — Fixed-Size Spectrogram Padding / Trimming

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#6 · Filter by author AbdoCrow opened on Apr 11, 2026

• model/cnn.py — CNN Architecture for Machine Sound Classification

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#5 · Filter by author AbdoCrow opened on Apr 11, 2026

• preprocessing/noise_reduction.py — Spectral Noise Reduction

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#4 · Filter by author AbdoCrow opened on Apr 11, 2026

• preprocessing/normalization.py — Volume / Amplitude Normalization

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#3 · Filter by author AbdoCrow opened on Apr 11, 2026

• preprocessing/resampling.py — Audio Loading and Resampling

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#2 · Filter by author AbdoCrow opened on Apr 11, 2026

• preprocessing/silence_removal.py — Energy-Based Silence Trimming

  AbdoCrow/Pattern-Recognition-Machine-Fault-Recognition#1 · Filter by author AbdoCrow opened on Apr 11, 2026