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@m-radzikowski
m-radzikowski / script-template.sh
Last active April 8, 2024 03:04
Minimal safe Bash script template - see the article with full description: https://betterdev.blog/minimal-safe-bash-script-template/
#!/usr/bin/env bash
set -Eeuo pipefail
trap cleanup SIGINT SIGTERM ERR EXIT
script_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd -P)
usage() {
cat <<EOF
Usage: $(basename "${BASH_SOURCE[0]}") [-h] [-v] [-f] -p param_value arg1 [arg2...]
@discdiver
discdiver / jupyterlab_shortcuts.md
Last active April 17, 2024 18:16
Common Jupyter Lab Keyboard Shortcuts

If you are on a Mac, substitute command for control. Don't type the + (it means press both keys at once).

Shortcuts when in either command mode (outside the cells) or edit mode (inside a cell):

  • Shift + Enter run selected cell or cells - if no cells below, insert a code cell below

  • Ctrl + B toggle hide/show left sidebar

  • Ctrl + S save and checkpoint

  • Ctrl + Shift + S save as

@mfansler
mfansler / index-gtf.sh
Last active December 19, 2023 15:14
GTF file compressed indexing for IGV compatibility
#!/bin/bash
if [ "$#" -ne 1 ]; then
echo -e "Incorrect number of parameters! Usage:\n index-gtf.sh <file.gtf(.gz)>" >&2
exit 1
fi
gtf="$1"
if [[ $gtf =~ \.gz$ ]]; then
@elowy01
elowy01 / BCFtools cheat sheet
Last active April 17, 2024 09:33
BCFtools cheat sheet
*bcftools filter
*Filter variants per region (in this example, print out only variants mapped to chr1 and chr2)
qbcftools filter -r1,2 ALL.chip.omni_broad_sanger_combined.20140818.snps.genotypes.hg38.vcf.gz
*printing out info for only 2 samples:
bcftools view -s NA20818,NA20819 filename.vcf.gz
*printing stats only for variants passing the filter:
bcftools view -f PASS filename.vcf.gz
@joshbuchea
joshbuchea / semantic-commit-messages.md
Last active April 18, 2024 12:05
Semantic Commit Messages

Semantic Commit Messages

See how a minor change to your commit message style can make you a better programmer.

Format: <type>(<scope>): <subject>

<scope> is optional

Example

@max-mapper
max-mapper / bibtex.png
Last active March 10, 2024 21:53
How to make a scientific looking PDF from markdown (with bibliography)
bibtex.png
@mick001
mick001 / neuralnetR.R
Last active November 26, 2023 19:12
A neural network exaple in R. Full article at: http://datascienceplus.com/fitting-neural-network-in-r/
# Set a seed
set.seed(500)
library(MASS)
data <- Boston
# Check that no data is missing
apply(data,2,function(x) sum(is.na(x)))
# Train-test random splitting for linear model
@mick001
mick001 / logistic_regression.R
Last active October 1, 2023 10:22
Logistic regression tutorial code. Full article available at http://datascienceplus.com/perform-logistic-regression-in-r/
# Load the raw training data and replace missing values with NA
training.data.raw <- read.csv('train.csv',header=T,na.strings=c(""))
# Output the number of missing values for each column
sapply(training.data.raw,function(x) sum(is.na(x)))
# Quick check for how many different values for each feature
sapply(training.data.raw, function(x) length(unique(x)))
# A visual way to check for missing data
@PurpleBooth
PurpleBooth / README-Template.md
Last active April 18, 2024 00:56
A template to make good README.md

Project Title

One Paragraph of project description goes here

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

@Chaser324
Chaser324 / GitHub-Forking.md
Last active April 17, 2024 22:46
GitHub Standard Fork & Pull Request Workflow

Whether you're trying to give back to the open source community or collaborating on your own projects, knowing how to properly fork and generate pull requests is essential. Unfortunately, it's quite easy to make mistakes or not know what you should do when you're initially learning the process. I know that I certainly had considerable initial trouble with it, and I found a lot of the information on GitHub and around the internet to be rather piecemeal and incomplete - part of the process described here, another there, common hangups in a different place, and so on.

In an attempt to coallate this information for myself and others, this short tutorial is what I've found to be fairly standard procedure for creating a fork, doing your work, issuing a pull request, and merging that pull request back into the original project.

Creating a Fork

Just head over to the GitHub page and click the "Fork" button. It's just that simple. Once you've done that, you can use your favorite git client to clone your repo or j