leetcode
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1. 稀疏相似度 (倒排索引) (https://leetcode-cn.com/problems/sparse-similarity-lcci/)
地址:https://leetcode-cn.com/problems/sparse-similarity-lcci/
class Solution {
public:
vector<string> computeSimilarities(vector<vector<int>>& docs) {
vector<string> res;
unordered_map<int, vector<int> > elem2doc;
for (size_t doc_id = 0; doc_id < docs.size(); ++doc_id) {
for (size_t elem_id = 0; elem_id < docs[doc_id].size(); ++elem_id) {
elem2doc[docs[doc_id][elem_id]].push_back(doc_id);
}
}
unordered_map<int, unordered_map<int, size_t> > doc2doc2freq;
for (auto iter = elem2doc.begin(); iter != elem2doc.end(); ++iter) {
for (size_t id = 0; id < iter->second.size(); ++id) {
for (size_t k = id+1; k < iter->second.size(); ++k) {
doc2doc2freq[iter->second[id]][iter->second[k]]++;
}
}
}
for (auto iter = doc2doc2freq.begin(); iter != doc2doc2freq.end(); ++iter) {
for (auto iter2 = iter->second.begin(); iter2 != iter->second.end(); ++iter2) {
double similarity = double(iter2->second) / double(docs[iter->first].size() + docs[iter2->first].size() - iter2->second);
if (similarity >= 0.000005f) {
char buffer[256];
int n = snprintf(buffer, 256, "%lu,%lu: %.4f", iter->first, iter2->first, similarity + 1e-9);
if (0 < n && n < 256) {
buffer[n] = ' ';
res.push_back(buffer);
}
}
}
}
return res;
}
};
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