http://networksciencebook.com/

Farsi translation is also available.

#Git cheatsheets.

Create Package in #Julia Tutorial videos.

Altair: Declarative Visualization in Python

Altair is a declarative statistical visualization library for Python, based on Vega and Vega-Lite, and the source is available on GitHub.

https://altair-viz.github.io/gallery/

This is an strightforward way to download a whole playlist from youtube:

I have tried different scripts and packages but I always get many error.
So I came up with this solution:


First of all you need to have youtube-dl installed on your machine,
🖥 Debian:
$ sudo apt install youtube-dl
💻 Mac:
$ brew install youtube-dl

Replace PLAYLIST-URL with a url of your interested one:

in 💾 script.sh
———————————————

youtube-dl --get-id PLAYLIST-URL -i > urls.txt
input="urls.txt"
while IFS= read -r line
do
youtube-dl -c -f 22 "https://www.youtube.com/watch?v=""$line" &
done < "$input"

———————————————
videos are downloaded in parallel at the backgound. Do not close the terminal.
if you want to close the terminal put a nohup at the begining of the command.

chmod +x script.sh # to make executable
nohup ./script.sh. # to run in background

22 in commends control the quality of the video. If you need more options use
$youtube-dl -F VIDEO-URL
to select a proper option.
usually 22 is for the best and 18 is for lower quality.


#bash
#youtube-dl
#download

Anyway ther are other options to use youtube-dl:
stackoverflow

Smoothing Your Data with the Savitzky-Golay Filter and Python

Link

Savitzky-Golay Filter with widget.

⠿Python Tip⠿

Getting the name of the variable using the variable.

Guess the output (no cheating):
False == False in [False]

then you can check the answer from an online Python interpreter.


if you are surprised by the answer, look at "chained comparison" in Python.

credit : svpino

Multiprocessing with progress bar:
GitHub

Using #rsync to transfer files over #ssh
(parallel)
rsync also check for the presence of file at the destination, so can prevent duplicate transfer.

Installing #Cuda (nvcc) on #Ubuntu machines.
@scientific_programming

#vscode CUDA code debugger!
Link

This one also works :

$ conda install -c anaconda cudatoolkit

for a specific version say 11.0:

$ conda install -c conda-forge cudatoolkit=11.0

conda forge is just a channel.