MohamedAlaa

tmux shortcuts & cheatsheet

start new:

tmux

start new with session name:

tmux new -s myname

nylki

do androids dream of cooking?

The following recipes are sampled from a trained neural net. You can find the repo to train your own neural net here: https://github.com/karpathy/char-rnn Thanks to Andrej Karpathy for the great code! It's really easy to setup.

The recipes I used for training the char-rnn are from a recipe collection called ffts.com And here is the actual zipped data (uncompressed ~35 MB) I used for training. The ZIP is also archived @ archive.org in case the original links becomes invalid in the future.

karpathy

"""
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

""" Trains an agent with (stochastic) Policy Gradients on Pong. Uses OpenAI Gym. """
import numpy as np
import cPickle as pickle
import gym

# hyperparameters
H = 200 # number of hidden layer neurons
batch_size = 10 # every how many episodes to do a param update?
learning_rate = 1e-4
gamma = 0.99 # discount factor for reward

Keno

oxinabox

'# Advent of Code 2020. Day 1
DexLang, [Lyndon White](http://oxinabox.net)
## part 1
From the list  find two entries that sum to 2020, and compute their product.

list = [1567, 1223, 1758, 1842, 1933, 1898, 1409, 1058, 1533, 1417, 1032, 1634, 1477, 1394, 1888, 1972, 1237, 1390, 1677, 1546, 1302, 1070, 1369, 1455, 1065, 1924, 1593, 1131, 1064, 1346, 1914, 1129, 1830, 1450, 1278, 1740, 1809, 1176, 1734, 1102, 1807, 1982, 1603, 1736, 2008, 1980, 1905, 1633, 1732, 1350, 1865, 1988, 1805, 1998, 1152, 1046, 1870, 1557, 1789, 1766, 1945, 1359, 1002, 1126, 1719, 1497, 1296, 1560, 1936, 1929, 1464, 2005, 1281, 618, 1257, 1107, 1632, 1688, 1964, 1803, 1360, 1384, 1889, 1411, 1328, 1452, 1868, 1515, 1586, 1631, 1618, 1087, 1710, 1094, 1774, 1295, 1700, 1636, 1230, 1421, 1910, 1522, 1366, 1144, 1757, 1493, 1316, 1103, 687, 1371, 1720, 1155, 1559, 1900, 989, 1367, 1999, 1066, 1773, 1787, 1402, 1047, 1806, 1956, 1219, 1555, 1307, 1419, 1706, 1884, 1109, 1181, 2010, 1298, 1730, 1078, 1848, 1398, 1687, 2007, 1550, 1664, 1225

theogf

using CairoMakie
# using Animations
using Distributions
using Random
using AbstractTrees

CairoMakie.activate!()
mutable struct Partition
    x
    y

Keno

mattjj

from __future__ import annotations
from contextlib import contextmanager
from typing import NamedTuple, Callable, Optional, Any
import numpy as np

Array = Any

class Node(NamedTuple):
  vjp: Optional[Callable]
  parents: List[Node]