butsugiri

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import pandas as pd\n",

butsugiri

# -*- coding: utf-8 -*-
from nltk.tree import Tree
from nltk.tree import ParentedTree
from nltk.tree import ImmutableParentedTree


def main():
    tree = ImmutableParentedTree.fromstring("(ROOT (S (NP (NNP Dog)) (VP (VBZ likes) (NP (NN cat))) (. .)))")
    t = tree.leaf_treeposition(1)
    x = tree.leaf_treeposition(2)

butsugiri

text = open("00001.dict", encoding="shift-jis").read()
tree = etree.fromstring(text.encode("shift-jis"))
print(etree.tostring(tree, encoding="utf-8", xml_declaration=True, doctype="<!DOCTYPE gda>").decode("utf8")) 

butsugiri

butsugiri

# -*- coding: utf-8 -*-
"""
docomoの言語解析API(固有表現抽出)を叩くサンプルコード
"""
import requests
import json

BASEURL = "https://api.apigw.smt.docomo.ne.jp/gooLanguageAnalysis/v1/entity?APIKEY="
APIKEY = "YOUR APIKEY" #ここにAPIKEYを入力

butsugiri

# -*- coding: utf-8 -*-
"""
Chainerを用いた多層パーセプトロンの実装
多分に参考にしました: https://github.com/ichiroex/xor-mlp-chainer
"""
import sys
import numpy as np
import chainer
from chainer import cuda, Function, gradient_check, Variable, optimizers, serializers, utils
from chainer import Link, Chain, ChainList

butsugiri

butsugiri

# -*- coding: utf-8 -*-
"""
お手製のニューラルネットワーク
トレーニング編
"""
import sys
import numpy as np
from collections import defaultdict

def create_features(line, ids):

butsugiri

# -*- coding: utf-8 -*-
"""
"""
import numpy as np

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

def sigmoid_deriv(x):
    return x * (1.0 - x)

butsugiri

<?xml version="1.0" encoding="UTF-8" standalone="yes"?>
<a:fontScheme xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main" name="ヒラギノ角ゴ+Avenir"><a:majorFont><a:latin typeface="Avenir Next"/><a:ea typeface="Hiragino Kaku Gothic ProN W3"/><a:cs typeface=""/></a:majorFont><a:minorFont><a:latin typeface="Avenir Next"/><a:ea typeface="Hiragino Kaku Gothic ProN W3"/><a:cs typeface=""/></a:minorFont></a:fontScheme>