sudarshan sudarshan85

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University of Tenneessee
Knoxville, TN

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sudarshan85 / config.json

Created July 2, 2021 15:28

jupyter config

	#################### edit.json ##################
	{
	"Editor": {
	"codemirror_options": {
	"indentUnit": 2,
	"vimMode": false,
	"keyMap": "default"
	}
	},
	"load_extensions": {

sudarshan85 / gitignore

Created February 17, 2021 15:29

	lightning_logs
	project_dir
	outputs
	wandb
	# Byte-compiled / optimized / DLL files
	__pycache__/
	*.py[cod]
	*$py.class

	# C extensions

sudarshan85 / plots

Created November 13, 2020 22:29

Plots

	df = pd.read_parquet(Path(args.data_dir).parent/'dataset_with_splits.parquet')

	df['char_len'] = df['text'].apply(len)
	df['word_len'] = df['text'].apply(lambda x: len(x.split()))

	fig, ax = plt.subplots(1,1,figsize=(10,8))
	ax = df['word_len'].plot.hist(bins=100, alpha=0.5)
	ax.set_xlim(0,200)
	ax.set_ylabel('# emails')

sudarshan85 / plot_metrics

Last active October 30, 2020 13:18

Plot metrics logged by PL CSVLogger

	df = pd.read_csv(csv)
	df.drop(columns=['step', 'epoch'], inplace=True)
	df.fillna(method='ffill', inplace=True)
	df.fillna(method='bfill', inplace=True)
	df.drop_duplicates(inplace=True)
	df.reset_index(inplace=True, drop=True)
	df = df.iloc[::2,:].reset_index(drop=True)

	fig, ax = plt.subplots(1,2,figsize=(15,5))
	df[['train_loss', 'val_loss']].plot(ax=ax[0])

sudarshan85 / jupyterlab_shortcuts

Last active March 31, 2020 20:31

Jupyterlab Shortcut Overrides

	# Keyboard Shortcuts

	{
	"shortcuts": [
	{
	"command": "notebook:change-cell-to-raw",
	"keys": [
	""
	],
	"selector": ".jp-Notebook:focus"