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@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active March 28, 2024 11:13
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@iamatypeofwalrus
iamatypeofwalrus / roll_ipython_in_aws.md
Last active January 22, 2024 11:18
Create an iPython HTML Notebook on Amazon's AWS Free Tier from scratch.

What

Roll your own iPython Notebook server with Amazon Web Services (EC2) using their Free Tier.

What are we using? What do you need?

  • An active AWS account. First time sign-ups are eligible for the free tier for a year
  • One Micro Tier EC2 Instance
  • With AWS we will use the stock Ubuntu Server AMI and customize it.
  • Anaconda for Python.
  • Coffee/Beer/Time
@zacstewart
zacstewart / classifier.py
Last active March 27, 2023 15:59
Document Classification with scikit-learn
import os
import numpy
from pandas import DataFrame
from sklearn.feature_extraction.text import CountVectorizer
from sklearn.naive_bayes import MultinomialNB
from sklearn.pipeline import Pipeline
from sklearn.cross_validation import KFold
from sklearn.metrics import confusion_matrix, f1_score
NEWLINE = '\n'
@gre
gre / README.md
Last active November 12, 2021 15:20
Boilerplate of a JS1K submission + JSCrush & uglify tools

JS1K Boilerplate

Build tools

Install tools

npm install
@xem
xem / gist:670dec8e70815842eb95
Last active January 19, 2023 22:43
beep boop
<!-- solution 1, 117b, inspired by http://www.p01.org/releases/140bytes_music_softSynth/ -->
<button onclick="new Audio('data:audio/wav;base64,UklGRl9vT19XQVZFZm10IBAAAAABAAEAQB8AAEAfAAABAAgAZGF0YU'+Array(1e3).join(123)).play()">Beep</button>
<!-- Solution 2, 107b, inspired by http://xem.github.io/chip8/c8.html -->
<button onclick="o=(A=new AudioContext()).createOscillator();o.connect(A.destination);o.start(0);setTimeout('o.stop(0)',500)">Boop</button>
@nicoptere
nicoptere / PRNG
Last active February 6, 2020 08:32
Mersenne Twister: a good Pseudo Random Number Generator ( PRNG )
/*
from : http://en.wikipedia.org/wiki/Mersenne_twister
*/
let MT
let index
class PRNG {
static setSeed(seed) {
// Create a length 624 array to store the state of the generator
MT = new Uint32Array(624)
index = 0
@karpathy
karpathy / min-char-rnn.py
Last active March 27, 2024 21:13
Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy
"""
Minimal character-level Vanilla RNN model. Written by Andrej Karpathy (@karpathy)
BSD License
"""
import numpy as np
# data I/O
data = open('input.txt', 'r').read() # should be simple plain text file
chars = list(set(data))
data_size, vocab_size = len(data), len(chars)
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@karpathy
karpathy / nes.py
Last active October 23, 2023 17:50
Natural Evolution Strategies (NES) toy example that optimizes a quadratic function
"""
A bare bones examples of optimizing a black-box function (f) using
Natural Evolution Strategies (NES), where the parameter distribution is a
gaussian of fixed standard deviation.
"""
import numpy as np
np.random.seed(0)
# the function we want to optimize
// gif by dave aka @beesandbombs :)
int[][] result;
float t, c;
float ease(float p) {
return 3*p*p - 2*p*p*p;
}
float ease(float p, float g) {