sradc

import math

class Var:
    def __init__(self, val: float, local_gradients=()):
        self.val = val
        self.local_gradients = local_gradients
        self.grad = 0

    def backward(self, path_value: float = 1):
        for child_var, local_gradient in self.local_gradients:

stephanie-wang

import ray
import numpy as np


@ray.remote
def map(data, npartitions):
    outputs = [list() for _ in range(npartitions)]
    for row in data:
        outputs[int(row * npartitions)].append(row)
    return tuple(sorted(output) for output in outputs)

svpino

import numpy as np

def sigmoid(x):
    return 1 / (1 + np.exp(-x))

def neural_network(X, y):
    learning_rate = 0.1
    W1 = np.random.rand(2, 4)
    W2 = np.random.rand(4, 1)

m-radzikowski

#!/usr/bin/env bash

set -Eeuo pipefail
trap cleanup SIGINT SIGTERM ERR EXIT

script_dir=$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd -P)

usage() {
  cat <<EOF
Usage: $(basename "${BASH_SOURCE[0]}") [-h] [-v] [-f] -p param_value arg1 [arg2...]

zserge

#define _GNU_SOURCE
#include <errno.h>
#include <sched.h>
#include <signal.h>
#include <stdio.h>
#include <stdlib.h>
#include <sys/mount.h>
#include <sys/stat.h>
#include <sys/syscall.h>
#include <sys/types.h>

Kalinovcic

//
// Author:   Jonathan Blow
// Version:  1
// Date:     31 August, 2018
//
// This code is released under the MIT license, which you can find at
//
//          https://opensource.org/licenses/MIT
//
//

andrewrk

//
// Author:   Jonathan Blow
// Version:  1
// Date:     31 August, 2018
//
// This code is released under the MIT license, which you can find at
//
//          https://opensource.org/licenses/MIT
//
//

aahmed-se

@echo off
SET st3Path=C:\Program Files\Sublime Text 3\sublime_text.exe

rem add it for all file types
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 3"         /t REG_EXPAND_SZ /v "" /d "Open with Sublime Text 3"   /f
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 3"         /t REG_EXPAND_SZ /v "Icon" /d "%st3Path%,0" /f
@reg add "HKEY_CLASSES_ROOT\*\shell\Open with Sublime Text 3\command" /t REG_EXPAND_SZ /v "" /d "%st3Path% \"%%V\"" /f

rem add it for directories
@reg add "HKEY_CLASSES_ROOT\Directory\shell\Open with Sublime Text 3"         /t REG_EXPAND_SZ /v "" /d "Open with Sublime Text 3"   /f