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// Compile with clang -framework Foundation sethack.m | |
#import <Foundation/Foundation.h> | |
#import <objc/runtime.h> | |
/* | |
CFHashBytes from http://www.opensource.apple.com/source/CF/CF-1153.18/CFUtilities.c | |
*/ | |
#define ELF_STEP(B) T1 = (H << 4) + B; T2 = T1 & 0xF0000000; if (T2) T1 ^= (T2 >> 24); T1 &= (~T2); H = T1; |
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import keras.backend as K | |
import tensorflow as tf | |
class Model: | |
def __init__(self,batch_size): | |
self.batch_size = batch_size | |
def loss_DSSIS_tf11(self, y_true, y_pred): | |
"""Need tf0.11rc to work""" | |
y_true = tf.reshape(y_true, [self.batch_size] + get_shape(y_pred)[1:]) | |
y_pred = tf.reshape(y_pred, [self.batch_size] + get_shape(y_pred)[1:]) |
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@interface NSArray (Statistics) | |
- (NSNumber *)calculateStat:(NSString *)stat; | |
- (NSNumber *)sum; | |
- (NSNumber *)mean; | |
- (NSNumber *)min; |
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-(UIImage*)mmg_imageScaledToFitSize:(CGSize)fitSize | |
{ | |
// Create a vImage_Buffer from the CGImage | |
CGImageRef sourceRef = self.CGImage; | |
vImage_Buffer srcBuffer; | |
vImage_CGImageFormat format = { | |
.bitsPerComponent = 8, | |
.bitsPerPixel = 32, | |
.colorSpace = NULL, | |
.bitmapInfo = (CGBitmapInfo)kCGImageAlphaFirst, |
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// Created by Tony Mann on 3/22/15. | |
// Copyright (c) 2015 7Actions. All rights reserved. | |
// | |
// Adapted from http://ossh.com.au/design-and-technology/software-development/implementing-rich-text-with-images-on-os-x-and-ios/ | |
import UIKit | |
class ImageAttachment: NSTextAttachment { | |
var verticalOffset: CGFloat = 0.0 | |
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class AttentionWithContext(Layer): | |
""" | |
Attention operation, with a context/query vector, for temporal data. | |
Supports Masking. | |
Follows the work of Yang et al. [https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf] | |
"Hierarchical Attention Networks for Document Classification" | |
by using a context vector to assist the attention | |
# Input shape | |
3D tensor with shape: `(samples, steps, features)`. | |
# Output shape |
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#!/bin/bash | |
# git pre-commit hook that runs an clang-format stylecheck. | |
# Features: | |
# - abort commit when commit does not comply with the style guidelines | |
# - create a patch of the proposed style changes | |
# modifications for clang-format by rene.milk@wwu.de | |
# This file is part of a set of unofficial pre-commit hooks available | |
# at github. |
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#!/bin/bash | |
# +----------------------------------------------------------------------+ | |
# | | | |
# | Mount the root file system / with the option noatime | | |
# | | | |
# | By Philipp Klaus <http://blog.philippklaus.de> | | |
# | Tip found on <http://blogs.nullvision.com/?p=275> | | |
# | | | |
# +----------------------------------------------------------------------+ |
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from keras.layers import Recurrent | |
import keras.backend as K | |
from keras import activations | |
from keras import initializers | |
from keras import regularizers | |
from keras import constraints | |
from keras.engine import Layer | |
from keras.engine import InputSpec | |
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#include <cmath> | |
#include <assert.h> | |
#include <core/TestPattern.h> | |
TestPattern::TestPattern() | |
:w(0) | |
,h(0) | |
,frame_num(0) | |
,duration(0) |