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from spotlight.cross_validation import user_based_train_test_split
from spotlight.datasets.synthetic import generate_sequential
from spotlight.evaluation import sequence_mrr_score
from spotlight.sequence.implicit import ImplicitSequenceModel
from spotlight.interactions import Interactions
import numpy as np
# デフォルトでは、各ユーザー最低10のアイテムが必要 10を下回るとエラーは発生しないが予測が不正確になる。
user_ids = np.array([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], dtype = 'int32')
item_ids = np.array([3, 4, 5, 4, 3, 3, 4, 5, 4, 3, 1, 6, 2, 2, 1, 1, 6, 2, 2, 1], dtype = 'int32')
{
"name": "kabaya",
"job": "engineer"
}
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Information Collection and Use
[
{
"pid": "333739",
"startTime": "3月7日 木曜 17:55〜",
"ch": "9",
"serviceName": "チバテレ1",
"masterTitle": "ヤッターマン",
"pictures": ["https://firebasestorage.googleapis.com/v0/b/animecheckerapi-c526f.appspot.com/o/animeImages%2Fimg_kv2.jpg?alt=media&token=1ec75459-4dcc-4f2d-a47f-6dd97bcd668f"]
},
{
[
{
"pid": "403447",
"masterTitle": "ひるねとまそたん",
"episodeTitle": "第二話「なんで名前だけスーツを着ていないんだろう」",
"image": ["https://firebasestorage.googleapis.com/v0/b/animeapi-f3343.appspot.com/o/faveriteAnimeIMage%2F1.jpg?alt=media&token=ca8f24fd-9957-44e8-a33d-9b613908a9c1", "https://firebasestorage.googleapis.com/v0/b/animeapi-f3343.appspot.com/o/image%2Fhirune.jpeg?alt=media&token=8a9d8594-9c45-4385-a3c7-4864b3433e46", "https://firebasestorage.googleapis.com/v0/b/animeapi-f3343.appspot.com/o/image%2Fhirune2.jpeg?alt=media&token=e50e0195-cf33-4b77-b2d7-9d753e34e633"],
"ch": "7",
"serviceName": "TOKYO MX",
"startTime": "5月22日"
},
@t-kabaya
t-kabaya / UserAPI
Last active April 19, 2018 12:39
UserAPI
{
A: {
name: 'Aさん',
age: 23
},
B: {
name: 'Bさん',
age: 36
}
}