jupyter-notebook

# Ujuzi wa Jupyter Notebook Unda daftari za Jupyter zilizopangwa vizuri, zinazoweza kurudiwa kwa njia mbili kuu: - Maajaribio na uchambuzi wa uchunguzi - Mafunzo na mwongozo wa kufundisha Tumia kiolezo kilichopo pamoja na skripti ya msaada kwa muundo thabiti na makosa machache ya JSON. ## Wakati wa kutumia - Unda daftari jipya la `.ipynb` kutoka mwanzo. - Badilisha noti za awali au skripti kuwa daftari lililopangwa. - Boresha daftari lililopo ili liweze kurudiwa na kusomwa kwa haraka. - Jenga majaribio au mafunzo yatakayosomwa au kutekelezwa tena na watu wengine. ## Mti wa maamuzi - Ikiwa ombi ni la uchunguzi, la uchambuzi, au linaloongozwa na nadharia, chagua `experiment`. - Ikiwa ombi ni la mafunzo, hatua kwa hatua, au linalolenga hadhira maalum, chagua `tutorial`. - Unapohariri daftari lililopo, lishughulikie kama marekebisho: hifadhi nia na boresha muundo. ## Njia ya ujuzi (set once) ```bash export CODEX_HOME="${CODEX_HOME:-$HOME/.codex}" export JUPYTER_NOTEBOOK_CLI="$CODEX_HOME/skills/jupyter-notebook/scripts/new_notebook.py" ``` User-scoped skills install under `$CODEX_HOME/skills` (default: `~/.codex/skills`). ## Mtiririko wa kazi 1. Weka nia. Identify the notebook kind: `experiment` or `tutorial`. Capture the objective, audience, and what "done" looks like. 2. Scaffold from the template. Use the helper script to avoid hand-authoring raw notebook JSON. ```bash uv run --python 3.12 python "$JUPYTER_NOTEBOOK_CLI" \ --kind experiment \ --title "Compare prom...