Metadata-Version: 2.4
Name: krysta-wing
Version: 1.0.1
Summary: A unified multimodal model evaluation tracking and engineering report engine.
Author: Anshu Aditya
Project-URL: Homepage, https://github.com/your-username/kwing_library
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Requires-Dist: jinja2>=3.0.0
Requires-Dist: matplotlib>=3.5.0
Requires-Dist: numpy>=1.20.0
Requires-Dist: pyyaml>=6.0

```               ┌────────────────────────────────────────┐
                  │          KRYSTA WING ENGINE        │
                  │        (kwing_reporter/engine.py)  │
                  └───────────────────┬────────────────────┘
                                    │
            ┌─────────────────────────┼─────────────────────────┐
            ▼                         ▼                         ▼
 ┌─────────────────────┐   ┌─────────────────────┐   ┌─────────────────────┐
 │   VISION MODULE   │   │     TEXT MODULE   │   │    AUDIO MODULE   │
 │ (modalities/vision)   │  (modalities/text)│   │ (modalities/audio)│
 └──────────┬──────────┘   └──────────┬──────────┘   └──────────┬──────────┘
            │                         │                         │
  • Matplotlib Rendering    • Token Confidence Pass   • Mel-Spectrogram Calc
  • 2D Matrix Heatmaps      • Anomaly Identification  • Waveform Freq Plots
```
