Skip to content

Instantly share code, notes, and snippets.

@karpathy
karpathy / min-char-rnn.py
Last active November 14, 2024 05:03
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)
var gulp = require('gulp');
var browserify = require('browserify');
var notify = require('gulp-notify');
var source = require('vinyl-source-stream');
var watchify = require('watchify');
var plumber = require('gulp-plumber');
var less = require('gulp-less');
var csso = require('gulp-csso');
var watch = require('gulp-watch');
var envify = require('envify');
@sloria
sloria / bobp-python.md
Last active November 14, 2024 15:01
A "Best of the Best Practices" (BOBP) guide to developing in Python.

The Best of the Best Practices (BOBP) Guide for Python

A "Best of the Best Practices" (BOBP) guide to developing in Python.

In General

Values

  • "Build tools for others that you want to be built for you." - Kenneth Reitz
  • "Simplicity is alway better than functionality." - Pieter Hintjens
@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active November 15, 2024 09:51
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@jboner
jboner / latency.txt
Last active November 15, 2024 14:00
Latency Numbers Every Programmer Should Know
Latency Comparison Numbers (~2012)
----------------------------------
L1 cache reference 0.5 ns
Branch mispredict 5 ns
L2 cache reference 7 ns 14x L1 cache
Mutex lock/unlock 25 ns
Main memory reference 100 ns 20x L2 cache, 200x L1 cache
Compress 1K bytes with Zippy 3,000 ns 3 us
Send 1K bytes over 1 Gbps network 10,000 ns 10 us
Read 4K randomly from SSD* 150,000 ns 150 us ~1GB/sec SSD