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file-parsing

2 skills

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Plot Training Log

Parse a machine-learning training log (.out/.log/.err) and plot epoch-vs-metric line charts (折線圖) with a Python script -- accuracy curves, loss curves, learning-rate schedules, train-vs-validation overfitting checks. Handles `rich`-formatted logs whose metric records are soft-wrapped across many lines with timestamp and `trainer.py:233` columns. Times New Roman by default. Triggers on: "plot the training log", "chart the loss", "graph epoch vs accuracy", "折線圖", "plot loss curve", "visualize training metrics", "make a chart from this .out", "did it overfit", "training curve", "plot val accuracy", "/plot-training-log".

file-parsing #python#parsing#machine-learning#charts

PPTX Extract

Extracts all slide text and embedded images from a .pptx PowerPoint deck (stdlib-only, no python-pptx) so you can read a deck's contents and describe its visual mockups. Triggers on: "extract pptx", "read this powerpoint", "read the .pptx", "extract slides", "what's in this deck", "pptx", "/pptx-extract".

file-parsing #python#parsing#powerpoint