View wireworld.py
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from __future__ import print_function | |
from time import sleep | |
import os | |
type_to_rep = { | |
'empty': '.', | |
'head': 'H', | |
'tail': 'T', | |
'conductor': '=', |
View theano-xor.py
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from __future__ import print_function | |
import theano | |
import theano.tensor as T | |
import numpy as np | |
import time | |
X = theano.shared(value=np.asarray([[0, 1], [1, 0], [0, 0], [1, 1]]), name='X') | |
y = theano.shared(value=np.asarray([[0], [0], [1], [1]]), name='y') | |
rng = np.random.RandomState(1234) |
View Codeforces697ProblemC.java
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// reference: http://codeforces.com/contest/697/problem/C | |
import java.util.HashMap; | |
import java.util.Map; | |
import java.util.Scanner; | |
public class Codeforces697ProblemC { | |
public static void main(String... args) { | |
Scanner s = new Scanner(System.in); | |
View predictions.txt
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[>....................]how compare home insurance | |
Predicted: ([ 0.39381921])in order to calculate your annual premium for home insurance it be necessary answer some basic question about the risk and obtain a quote basic characteristic of the home will include the year build , square footage , type of roof , foundation type , number of bathroom , style of home , prior claim and identify information of the owner you may obtain a quote and buy home insurance online use an online link in multiple state ; it may be use by escrow / closing professional , mortgage professional , real estate agent directly consumer an exemplary online experience for all WEBSITELINK | |
Expected: ([ 0.38000157])start by talk to your Insurance Professional it be important not only compare coverage offering and policy extension and limitation , but also the company that be offer this protection proposal and suggest coverage shall be base upon the result of a careful Reconstruction Analysis which will determine the amount of recommend covera |
View keras-xor.py
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from __future__ import print_function | |
import numpy as np | |
from keras.engine import Input, Model | |
from keras.layers import Dense | |
X = np.asarray([[0, 1], [1, 0], [0, 0], [1, 1]]) | |
y = np.asarray([[0], [0], [1], [1]]) | |
input = Input(shape=(2,)) |
View keras_xor.py
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#!/usr/bin/env python | |
"""Example of building a model to solve an XOR problem in Keras.""" | |
import keras | |
import numpy as np | |
# XOR data. | |
x = np.array([ | |
[0, 1], | |
[1, 0], |
View theano_two_layer.py
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import theano | |
import theano.tensor as T | |
import numpy as np | |
X = theano.shared(value=np.asarray([[1, 0], [0, 0], [0, 1], [1, 1]]), name='X') | |
y = theano.shared(value=np.asarray([[1], [0], [1], [0]]), name='y') | |
rng = np.random.RandomState(1234) | |
LEARNING_RATE = 0.01 | |
View factors.scm
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; Finds all factors of a number in O(sqrt n) time. | |
(define (factors n) | |
(define (@factors n i a) | |
(cond ((= (modulo n i) 0) (@factors (quotient n i) i (cons i a))) | |
((>= (* i i) n) (if (= 1 n) a (cons n a))) | |
(else (@factors n (+ i 1) a)))) | |
(@factors n 2 `())) | |
; Multiples all the elements in a list. | |
(define (mult l) |
View ballpark.py
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from keras.optimizers import SGD, Adagrad, RMSprop, Adadelta, Adam, Adamax | |
import keras.backend as K | |
DEFAULT_NOISE = 0.05 | |
def ballpark_gradient(gradient, noise): | |
return [g * K.random_normal(shape=K.shape(g), mean=1.0, std=noise) for g in gradient] | |
View adv_domain_transfer.py
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#!/usr/bin/env python | |
"""The training script for the DANN model.""" | |
from __future__ import division | |
from __future__ import print_function | |
import csv | |
import os | |
import itertools | |
import sys |
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