shadiabuhilal

#!/bin/bash

# Specify the path to your .env file
ENV_FILE=".env"

# Function to success color text with green
successText() {
  tput setaf 2
  echo "$@"
  tput sgr0

piyueh

#! /usr/bin/env python3
# -*- coding: utf-8 -*-
# vim:fenc=utf-8
#
# Copyright © 2022 Pi-Yueh Chuang <pychuang@pm.me>
#
# Distributed under terms of the BSD 3-Clause license.

"""List files in each layer of an image tarball created through `docker save`.
"""

earthbound19

// This gist contains JavaScript functions and tests for:
// - conversion from gamma-corrected (or gamma-compressed) sRGB to linear RGB, to Oklab
// - interpolation through Oklab
// - conversion back to linear RGB, then sRGB
// To use these tests, install nodejs, save this file locally, and run with:
//    node OklabExperiments.js
// No other dependencies are required to use this.
// Thanks to some helpful folks in the generative art community for helping me better understand what's happening with this.

// My toddler smacked the keyboard with a piece of cardboard and made me accidentally type:

mattbryson

# Recover Data from ReadyNas Duo RAID 1 drives 
# 
# DISCLAIMER : This could corrupt all your data - if you are at all worried get a professional to recover the data for you
# 
# The tools mentioned below have the ability to corrupt and wipe all your data
# 
# #### USE AT YOUR OWN RISK ####
#
# With that out the way....
#

levelsio

<?

	//
	// AUTO KEYWORD-BASED FOLLOWER CURATION BOT (by @levelsio)
	//
	// File: twitterFollowerCuratorBot.php
	//
	// Created: May 2021
	// License: MIT
	//

nileshtrivedi

Raspberry Pi on Internet via reverse SSH tunnel

HackerNews discussed this with many alternative solutions: https://news.ycombinator.com/item?id=24893615

I already have my own domain name: mydomain.com. I wanted to be able to run some webapps on my Raspberry Pi 4B running perpetually at home in headless mode (just needs 5W power and wireless internet). I wanted to be able to access these apps from public Internet. Dynamic DNS wasn't an option because my ISP blocks all incoming traffic. ngrok would work but the free plan is too restrictive.

I bought a cheap 2GB RAM, 20GB disk VM + a 25GB volume on Hetzner for about 4 EUR/month. Hetzner gave me a static IP for it. I haven't purchased a floating IP yet.

premek

# Put this function to your .bashrc file.
# Usage: mv oldfilename
# If you call mv without the second parameter it will prompt you to edit the filename on command line.
# Original mv is called when it's called with more than one argument.
# It's useful when you want to change just a few letters in a long name.
#
# Also see:
# - imv from renameutils
# - Ctrl-W Ctrl-Y Ctrl-Y (cut last word, paste, paste)

Guitaricet

Reproducibility

ML experiments may be very hard to reproduce. You have a lot of hyperparameters, different dataset splits, different ways to preprocess your data, bugs, etc. Ideally, you should log data split (already preprocessed), all hyperparameters (including learning rate scheduling), the initial state of your model and optimizer, random seeds used for initialization, dataset shuffling and all of your code. Your GPU is also should be in deterministic mode (which is not the default mode). For every single model run. This is a very hard task. Different random seed can significantly change your metrics and even GPU-induced randomness can be important. We're not solving all of these problems, but we need to address at least what we can handle.

For every result you report in the paper you need (at least) to:

1. Track your model and optimizer hyperparameters (including learning rate schedule)
2. Save final model parameters
3. Report all of the parameters in the pap

lisawolderiksen

Using Git Commit Message Templates to Write Better Commit Messages

The always enthusiastic and knowledgeable mr. @jasaltvik shared with our team an article on writing (good) Git commit messages: How to Write a Git Commit Message. This excellent article explains why good Git commit messages are important, and explains what constitutes a good commit message. I wholeheartedly agree with what @cbeams writes in his article. (Have you read it yet? If not, go read it now. I'll wait.) It's sensible stuff. So I decided to start following the

kobybum

#!/bin/bash
# This is part of a Medium article about finding unused files:
# https://medium.com/@kobybum/finding-dead-python-files-with-snakefood-6c75a3e82294

# Generate a list of included dependencies
sfood -i example-project > /tmp/out.deps

# Get dependant filepath from each dependency, sort and get unique
cat /tmp/out.deps | \ 
    grep -v test | \