matthew-z

matthew-z

import typing
import tensorflow as tf
import numpy as np
from tensorflow import keras
from tensorflow.keras.models import Sequential, Model
from tensorflow.keras.layers import Dense, Activation, Dropout, Dot, Flatten
from tensorflow.keras.layers import Layer, Input, Lambda
from tensorflow.keras import backend as K
from tensorflow.keras import layers

matthew-z

"""An implementation of Decaying Dropout Layer."""
import typing

import keras.backend as K
from keras.engine import Layer


class DecayingDropoutLayer(Layer):
    """
    Layer that processes dropout with exponential decayed keep rate during

matthew-z

import pandas as pd
import tensorflow as tf
from sklearn import datasets
from tensorflow.contrib.estimator import InMemoryEvaluatorHook


def input_fn(df, batch_size, train=True):
    dataset = tf.data.Dataset.from_tensor_slices((df.as_matrix(), df.target.as_matrix().astype("int")))

    if train:

matthew-z

import re
def process_raw_words(words, endtag='-'):
    '''把单词分割成最小的符号，并且加上结尾符号'''
    vocabs = {}
    for word, count in words.items():
        # 加上空格
        word = re.sub(r'([a-zA-Z])', r' \1', word)
        word += ' ' + endtag
        vocabs[word] = count
    return vocabs

matthew-z

default	17:59:37.265602 +0900	Bilibili	[Downloader] init
default	17:59:37.268242 +0900	Bilibili	[Downloader] video name 骑士&魔法 : 第8话 Secret&Quest 番剧 bilibili 哔哩哔哩弹幕视频网
default	17:59:37.268347 +0900	Bilibili	[Downloader] New Task CID: 22257880
default	17:59:37.275273 +0900	Bilibili	TIC TCP Conn Start [76:0x618000192890]
default	17:59:37.275273 +0900	Bilibili	TIC TCP Conn Start [77:0x610000396310]
default	17:59:37.282354 +0900	Bilibili	TIC TCP Conn Event [76:0x618000192890]: 1 Err(0)
default	17:59:37.282378 +0900	Bilibili	TIC TCP Conn Connected [76:0x618000192890]: Err(0)
default	17:59:37.282488 +0900	Bilibili	TIC Enabling TLS [76:0x618000192890]
default	17:59:37.283372 +0900	Bilibili	TIC TCP Conn Event [77:0x610000396310]: 1 Err(0)
default	17:59:37.283397 +0900	Bilibili	TIC TCP Conn Connected [77:0x610000396310]: Err(0)

matthew-z

Homebrew build logs for macvim on OS X 10.11.3
Build date: 2016-02-22 11:11:38