Filippo Arcadu arcaduf

## Putty saved session does not start with double click
Delete the saved session by clicking on the 'Delete' button in PuTTY configuration
Re-enter the hostname/IP address in both 'Host Name (or IP address)' field and 'Saved Session' field.
Save the session by clicking 'Save' Button
Double-click on the newly saved session

## Order folders in directory with respect to size
du -H --max-depth=1 ./ | sort -n -r

## Prepare Kaggle Ultrasound Nerve Segmentation dataset for DL
'''
Link image data to ground truth
'''

from __future__ import print_function
import glob , os
import pandas as pd
import numpy as np

# User input

## Prepare KaggleDR dataset for DL
'''
Link image data to ground truth
'''

from __future__ import print_function
import glob , os
import pandas as pd
import numpy as np

# User input

## HPC --> Python-3.6 & Tensorflow-1.12
ml use /pstore/apps/.testing/modules/all
ml python/python3.6-2018.05
ml virtualenv
ml CUDA cuDNN
ml TensorFlow/1.12.0-foss-2018b-CUDA-10.0.130-Python-3.6.5-2018.05
source /pstore/data/pio/ShellTools/VENVS/GPU/venv-3.6-gpu/bin/activate

## Expand Slurm column with job name
sacct --format="JobID,JobName%30"

## Replace slash with backslash in Bash
string="/pstore/data/pio/Trials/Ride-Rise/RISE/IMG/S16720/72004/CF/"
echo ${string//\//\\}
\pstore\data\pio\Trials\Ride-Rise\RISE\IMG\S16720\72004\CF

## Replace tabs with 4 spaces in script
sed -i $'s/\t/    /g' script_filename.py

## Work with CSVKIT
Find unique values within a specified column of a CSV with semicolor delimiter: csvcut -c SCATPC -d ";" /pstore/data/pio/Tasks/PIO-382/original_tables/table_scatpc.csv | sed 1d | sort | uniq

## Pandas: difference between dataframes
merged = df1.merge(df2, indicator=True, how='outer')
merged[merged['_merge'] == 'left_only']
	Delete the saved session by clicking on the 'Delete' button in PuTTY configuration
	Re-enter the hostname/IP address in both 'Host Name (or IP address)' field and 'Saved Session' field.
	Save the session by clicking 'Save' Button
	Double-click on the newly saved session
	'''
	Link image data to ground truth
	'''

	from __future__ import print_function
	import glob , os
	import pandas as pd
	import numpy as np

	# User input
	ml use /pstore/apps/.testing/modules/all
	ml python/python3.6-2018.05
	ml virtualenv
	ml CUDA cuDNN
	ml TensorFlow/1.12.0-foss-2018b-CUDA-10.0.130-Python-3.6.5-2018.05
	source /pstore/data/pio/ShellTools/VENVS/GPU/venv-3.6-gpu/bin/activate
	string="/pstore/data/pio/Trials/Ride-Rise/RISE/IMG/S16720/72004/CF/"
	echo ${string//\//\\}
	\pstore\data\pio\Trials\Ride-Rise\RISE\IMG\S16720\72004\CF
	merged = df1.merge(df2, indicator=True, how='outer')
	merged[merged['_merge'] == 'left_only']