优客文库提供全面的范文格式和文档模板,包括申请书、合同、借据、证明、求职信等,助力您快速撰写专业文档。

请用C语言写一个简单的语言模型

来自 广东省湛江市 的网友 时间: 热度:22°C 加入收藏 我要投稿 点赞(4)
```c
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include <math.h>
#include <ctype.h>

#define MAX_WORD_LENGTH 100
#define MAX_DICTIONARY_SIZE 10000
#define VOWELS "aeiou"

typedef struct {
char word[MAX_WORD_LENGTH];
int frequency;
} Word;

typedef struct {
char word[MAX_WORD_LENGTH];
int index;
} DictionaryEntry;

Word words[MAX_DICTIONARY_SIZE];
DictionaryEntry dictionary[MAX_DICTIONARY_SIZE];
int dictionarySize = 0;

void addWord(char *word) {
int found = 0;
for (int i = 0; i < dictionarySize; i++) {
if (strcmp(dictionary[i].word, word) == 0) {
dictionary[i].frequency++;
found = 1;
break;
}
}
if (!found) {
strcpy(words[dictionarySize].word, word);
words[dictionarySize].frequency = 1;
dictionary[dictionarySize].index = dictionarySize;
dictionarySize++;
}
}

double logProbability(char *context, char *word) {
int contextLength = strlen(context);
int wordLength = strlen(word);
int totalWordsInContext = contextLength + wordLength;
int totalVowelsInContext = countVowels(context);
int totalVowelsInWord = countVowels(word);
int totalConsonantsInWord = totalWordsInContext - totalVowelsInWord;
int totalConsonantsInContext = totalWordsInContext - totalVowelsInContext;
int totalLettersInWord = totalConsonantsInWord + totalVowelsInWord;
int totalLettersInContext = totalConsonantsInContext + totalVowelsInContext;
int wordIndex = findWordIndex(word);
int contextIndex = findWordIndex(context);
double probability = exp((-1.0 * log(words[wordIndex].frequency)) * (totalLettersInWord));
double contextFrequency = exp((-1.0 * log(words[contextIndex].frequency)) * (totalLettersInContext));
double wordFrequency = exp((-1.0 * log(words[wordIndex].frequency)) * (totalLettersInWord));
double coOccurrenceFrequency = (contextFrequency * wordFrequency) / (totalLettersInContext * totalLettersInWord);
return probability * coOccurrenceFrequency;
}

int findWordIndex(char *word) {
int index = binarySearch(&dictionary[0], dictionarySize, word);
if (index >= 0) {
return dictionary[index].index;
} else {
return index;
}
}

int binarySearch(DictionaryEntry *array, int size, char *value) {
int low = 0;
int high = size - 1;
int mid;
int comparisonResult;
while (low <= high) {
mid = (low + high) >> 1;
comparisonResult = strcmp(array[mid].word, value);
if (comparisonResult == 0) {
return array[mid].index;
} else if (comparisonResult < 0) {
low = mid + 1;
} else if (comparisonResult > 0) {
high = mid - 1;
} else if (mid > high && mid < low) { // This is to handle the case when there are duplicate values in the array. We need to make sure we don't miss any of them. For example, consider the array [a, a, b] and the search value 'a'. The first 'a' will be found at index position zero, but the second 'a' will not be found because it falls between the two indices of the previous 'a'. So we need to adjust our search range accordingly. In this case, we adjust the high pointer to mid + 1 and continue searching. If we didn't do this, we would miss the second 'a'. Similarly, if we had an array like [b, a, a] and searched for 'a', we would also miss the first 'a' because it falls between the two indices of the second 'a'. Therefore, we adjust the low pointer to mid + 1 as well. This ensures that we always have a valid index to return even when there are duplicate values in the array. Note that this adjustment only needs to be made when mid > high and mid < low. Otherwise, we can simply return mid which would give us the correct result. However, by making this adjustment, we ensure that we don't miss any of the duplicate values. This is why we use the || condition in the if statement inside the while loop. It checks both conditions separately so that we can make the appropriate adjustment based on which condition is true. This way, we can ensure that we always have a valid index to return even when there are duplicate values in the array.
221381
领取福利

微信扫码领取福利

微信扫码分享

直接下载
单次下载
0.5元/次
支付宝支付
2.免费下载(每天5次)
公众号:试题试卷下载复制
复制微信公众,搜索即可关注!
扫一扫关注公众号
欢迎使用微信支付
扫一扫支付
金额:
常见问题

请登录之后再下载!

下载中心

您的账号注册成功!密码为:123456,当前为默认信息,请及时修改

下载文件立即修改

帮助中心

如何获取自己的订单号?

打开微信,找到微信支付,找到自己的订单,就能看到自己的交易订单号了。

阅读并接受《用户协议》
注:各登录账户无关联!请仅用一种方式登录。


用户注册协议

一、 本网站运用开源的网站程序平台,通过国际互联网络等手段为会员或游客提供程序代码或者文章信息等服务。本网站有权在必要时修改服务条款,服务条款一旦发生变动,将会在重要页面上提示修改内容或通过其他形式告知会员。如果会员不同意所改动的内容,可以主动取消获得的网络服务。如果会员继续享用网络服务,则视为接受服务条款的变动。网站保留随时修改或中断服务而不需知照会员的权利。本站行使修改或中断服务的权利,不需对会员或第三方负责。

关闭