Hamel Husain hamelsmu

talk_title: "Literate Programming With Quarto: A new way to write, distribute, test and document your software that will blow your mind." talk_title_short: Literate Programming With Quarto talk_materials_url: https://github.com/fastai/nbdev-demo speakers:

name: Hamel Husain affiliation: fastai url: webpage: https://hamel.dev
twitter: https://twitter.com/HamelHusain

	import wandb
	import pandas as pd
	from fastcore.all import Path

	def val_pred_table(run_id, entity='wandb_course', proj='lemon-project'):
	"Get prediction table on the validation set for the lemon project."
	api = wandb.Api()
	path = api.artifact(f'{entity}/{proj}/run-{run_id}-predictions_table:v0').download()
	preds = (Path(path)/'predictions_table.table.json').read_json()
	return pd.DataFrame([{'pred':p, 'label':t} for _,p,_,t in preds['data']])