zchrissirhcz

for 4.2.4 or higher,4.2.5,4.2.6,4.3.7，it's works ， this is the way which makes Always in evaluation mode 。

1. open Terminal, go to the dir : cd /Applications/Beyond Compare.app/Contents/MacOS
2. change the name BCompare to BCompare.bak: mv BCompare BCompare.bak
3. touch a file name BCompare , and chmod a+u BCompare : touch BCompare && chmod a+u BCompare
4. open BCompare with text editor, insert the script :

#!/bin/bash
rm "/Users/$(whoami)/Library/Application Support/Beyond Compare/registry.dat"
"`dirname "$0"`"/BCompare.bak $@

zchrissirhcz

import math

def sin(x):
    if isinstance(x, Dual):
        return Dual(sin(x.x), cos(x.x) * x.dx)
    return math.sin(x)

def cos(x):
    if isinstance(x, Dual):
        return Dual(cos(x.x), -1 * sin(x.x) * x.dx)

zchrissirhcz

import numpy as np
from sklearn.datasets import load_iris


def softmax(inputs):
    return np.exp(inputs) / np.sum(np.exp(inputs), 1)[:, None]


def construct_net(in_dim, out_dim, hidden_dim=20):
    bound1 = np.sqrt(6.0 / (in_dim + hidden_dim))