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@karpathy
karpathy / min-char-rnn.py
Last active May 1, 2024 11:00
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)
///
/// Simple pooling for Unity.
/// Author: Martin "quill18" Glaude (quill18@quill18.com)
/// Latest Version: https://gist.github.com/quill18/5a7cfffae68892621267
/// License: CC0 (http://creativecommons.org/publicdomain/zero/1.0/)
/// UPDATES:
/// 2015-04-16: Changed Pool to use a Stack generic.
///
/// Usage:
///
@Zearin
Zearin / python_decorator_guide.md
Last active March 30, 2024 12:28
The best explanation of Python decorators I’ve ever seen. (An archived answer from StackOverflow.)

NOTE: This is a question I found on StackOverflow which I’ve archived here, because the answer is so effing phenomenal.


Q: How can I make a chain of function decorators in Python?


If you are not into long explanations, see [Paolo Bergantino’s answer][2].

@robatron
robatron / generalized-tree-search.md
Last active September 6, 2018 12:50
Generalized tree search (DFS, BFS)

Generalized Tree Search

A generalized depth and breadth-first tree search algorithm

Here's a neat little algorithm that can perform a depth-first search (DFS) or breadth-first search (BFS) by simply changing the collection data type:

search( Node root ) {
    Collection c = new Collection()
 c.push( root )
@lyoshenka
lyoshenka / search-git-history.md
Last active April 26, 2024 23:16
Search Git commit history for a string and see the diffs

Searching Git commit history

This should be one of the core features of Git, but for some reason it's impossible to figure out how to search for a string in your commit history and see the diffs that that string is in. Here's the best I've come up with:

To find which commits and which files a string was added or removed in:

git log -S'search string' --oneline --name-status

To see the diff of that

@iros
iros / API.md
Created August 22, 2012 14:42
Documenting your REST API

Title

<Additional information about your API call. Try to use verbs that match both request type (fetching vs modifying) and plurality (one vs multiple).>

  • URL

    <The URL Structure (path only, no root url)>

  • Method:

@MohamedAlaa
MohamedAlaa / tmux-cheatsheet.markdown
Last active May 3, 2024 19:09
tmux shortcuts & cheatsheet

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname
@ryanflorence
ryanflorence / static_server.js
Last active April 26, 2024 16:18
Node.JS static file web server. Put it in your path to fire up servers in any directory, takes an optional port argument.
var http = require("http"),
url = require("url"),
path = require("path"),
fs = require("fs")
port = process.argv[2] || 8888;
http.createServer(function(request, response) {
var uri = url.parse(request.url).pathname
, filename = path.join(process.cwd(), uri);