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@karpathy
karpathy / min-char-rnn.py
Last active August 20, 2025 15:25
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)
@karpathy
karpathy / gist:587454dc0146a6ae21fc
Last active May 14, 2025 00:08
An efficient, batched LSTM.
"""
This is a batched LSTM forward and backward pass
"""
import numpy as np
import code
class LSTM:
@staticmethod
def init(input_size, hidden_size, fancy_forget_bias_init = 3):
@sphaero
sphaero / gstreamer-build.sh
Last active February 11, 2023 16:25
Install & build gstreamer from git
#!/bin/bash --debugger
set -e
BRANCH="master"
if grep -q BCM2708 /proc/cpuinfo; then
echo "RPI BUILD!"
RPI="1"
fi
[ -n "$1" ] && BRANCH=$1
@bamorim
bamorim / postinstall.sh
Created November 20, 2012 16:09
My post-install script for Ubuntu.
#!/bin/bash
# Add some PPAs
sudo add-apt-repository -y ppa:webupd8team/sublime-text-2 #sublime text
sudo add-apt-repository -y ppa:tualatrix/ppa #ubuntu tweak
sudo add-apt-repository ppa:hertzog/nautilus-dropbox #nautilus-dropbox
sudo apt-get update
# upgrade dist
sudo apt-get upgrade
@sixtenbe
sixtenbe / analytic_wfm.py
Last active June 20, 2025 10:21 — forked from endolith/peakdet.m
Peak detection in Python
#!/usr/bin/python2
# Copyright (C) 2016 Sixten Bergman
# License WTFPL
#
# This program is free software. It comes without any warranty, to the extent
# permitted by applicable law.
# You can redistribute it and/or modify it under the terms of the Do What The
# Fuck You Want To Public License, Version 2, as published by Sam Hocevar. See
@quantombone
quantombone / nms_fast.m
Created August 14, 2011 00:26
blazing fast nms (non-maximum suppression)
function top = nms(boxes, overlap)
% top = nms_fast(boxes, overlap)
% Non-maximum suppression. (FAST VERSION)
% Greedily select high-scoring detections and skip detections
% that are significantly covered by a previously selected
% detection.
% NOTE: This is adapted from Pedro Felzenszwalb's version (nms.m),
% but an inner loop has been eliminated to significantly speed it
% up in the case of a large number of boxes
% Tomasz Malisiewicz ([email protected])
@briancavalier
briancavalier / simple-promise-retry.js
Created February 24, 2011 18:35
A few general patterns for retries using promises
function keepTrying(otherArgs, promise) {
promise = promise||new Promise();
// try doing the important thing
if(success) {
promise.resolve(result);
} else {
setTimeout(function() {
keepTrying(otherArgs, promise);