Project Hanzi is focus on the technology and resources for Chinese Nature Language Understanding (NLU), espacially for deep learning approach.
analogy(self, wordA, wordB, wordC, topk: int = 10, stopwords: list = []) 更强大的词向量类比分析，wordC现在可以传入list来扩充对比的例句
| 模式一:传统类比关系模式 | 二：多个类比平均 | 三：同性质类比概念 | 四：抽象概念增强 |
|---|---|---|---|
| (雙子,花心) | (雙子,花心)(金牛,小氣) | (雙子,花心)(雙子,聰明) | (雙子,花心)(星座,性格) |
| 白羊座: | 白羊座: | 白羊座: | 白羊座: |
| 专情:(67.839%) | 小心眼:(70.079%) | 好强:(66.565%) | 不拘小节:(72.771%) |
| 专一:(67.527%) | 大男子主义:(64.909%) | 专一:(65.183%) | 直率:(72.406%) |
| 天蝎女:(66.956%) | 记仇:(63.958%) | 老实:(64.704%) | 性情:(72.220%) |
| 大男子主义:(66.485%) | 小肚鸡肠:(62.693%) | 自私:(63.311%) | 直爽:(71.518%) |
| 好色:(66.267%) | 爱面子:(62.539%) | 一根筋:(63.036%) | 倔强:(71.292%) |
| 金牛座: | 金牛座: | 金牛座: | 金牛座: |
| 小气:(54.199%) | 抠门:(71.787%) | 厚道:(61.422%) | 稳重:(59.725%) |
| 专情:(53.355%) | 小心眼:(64.587%) | 精明:(57.810%) | 内敛:(59.039%) |
| 大男子主义:(52.586%) | 爱面子:(64.259%) | 小气:(55.882%) | 不拘小节:(57.161%) |
| 专一:(52.389%) | 大男子主义:(64.145%) | 福睿斯:(53.139%) | 大男子主义:(56.692%) |
| 厚道:(51.475%) | 厚道:(61.974%) | 老实:(52.674%) | 沉稳:(55.669%) |
| 巨蟹座: | 巨蟹座: | 巨蟹座: | 巨蟹座: |
| 专情:(69.271%) | 小心眼:(70.080%) | 温柔体贴:(71.161%) | 重感情:(70.928%) |
| 专一:(68.581%) | 重感情:(69.786%) | 善解人意:(70.793%) | 性情:(69.637%) |
| 重感情:(67.639%) | 大男子主义:(66.991%) | 重感情:(69.137%) | 温柔体贴:(69.501%) |
| 大男子主义:(66.932%) | 温柔体贴:(65.426%) | 专一:(67.273%) | 大男子主义:(68.343%) |
| 金牛女:(66.421%) | 自私:(63.512%) | 贤惠:(64.954%) | 善解人意:(66.766%) |
| 狮子座: | 狮子座: | 狮子座: | 狮子座: |
| 大男子主义:(68.014%) | 小心眼:(71.666%) | 好强:(67.853%) | 好强:(70.548%) |
| 天蝎女:(67.457%) | 爱面子:(67.399%) | 自私:(64.724%) | 争强好胜:(70.544%) |
| 专情:(67.152%) | 大男子主义:(67.258%) | 小心眼:(64.443%) | 倔强:(69.372%) |
| 小心眼:(65.333%) | 要面子:(66.389%) | 温柔体贴:(63.954%) | 不拘小节:(69.029%) |
| 专一:(65.201%) | 小肚鸡肠:(65.584%) | 小气:(63.664%) | 性情:(68.284%) |
| 处女座: | 处女座: | 处女座: | 处女座: |
| 洁癖:(67.622%) | 洁癖:(68.324%) | 洁癖:(64.047%) | 洁癖:(67.287%) |
| 专情:(65.198%) | 抠门:(65.275%) | 专一:(61.863%) | 不拘小节:(66.451%) |
| 专一:(63.627%) | 小心眼:(65.142%) | 自恋:(61.194%) | 神经质:(64.782%) |
| 好男人:(61.878%) | 吹毛求疵:(64.634%) | 完美主义:(61.116%) | 性情:(64.111%) |
| 好色:(61.381%) | 自恋:(60.961%) | 专情:(60.014%) | 偏执:(64.023%) |
| 天秤座: | 天秤座: | 天秤座: | 天秤座: |
| 专情:(68.068%) | 小心眼:(71.499%) | 善解人意:(65.806%) | 性情:(70.666%) |
| 金牛女:(67.021%) | 好色:(62.448%) | 专一:(64.221%) | 不拘小节:(66.775%) |
| 专一:(66.383%) | 金牛女:(62.384%) | 温柔体贴:(62.882%) | 随和:(64.931%) |
| 天蝎女:(65.289%) | 抠门:(62.267%) | 专情:(62.039%) | 大大咧咧:(64.288%) |
| 好色:(64.131%) | 重感情:(62.074%) | 小心眼:(61.811%) | 争强好胜:(64.150%) |
| 天蝎座: | 天蝎座: | 天蝎座: | 天蝎座: |
| 专情:(70.568%) | 小心眼:(69.147%) | 专一:(67.504%) | 性情:(69.819%) |
| 天蝎女:(69.975%) | 天蝎女:(68.214%) | 专情:(66.344%) | 倔强:(66.166%) |
| 专一:(68.025%) | 大男子主义:(65.002%) | 天蝎女:(65.342%) | 争强好胜:(65.952%) |
| 变心:(64.958%) | 专情:(64.071%) | 自私:(64.032%) | 大男子主义:(65.847%) |
| 移情别恋:(64.554%) | 自私:(63.907%) | 好色:(62.307%) | 懦弱:(65.446%) |
| 射手座: | 射手座: | 射手座: | 射手座: |
| 专情:(67.665%) | 小心眼:(68.834%) | 自私:(64.615%) | 性情:(73.231%) |
| 天蝎女:(66.498%) | 自私:(62.827%) | 老实:(64.367%) | 不拘小节:(70.785%) |
| 专一:(66.379%) | 重感情:(62.067%) | 专一:(64.162%) | 生性:(70.048%) |
| 魔羯:(65.021%) | 天蝎女:(61.175%) | 固执:(62.558%) | 直率:(68.316%) |
| 见异思迁:(64.562%) | 魔羯:(60.727%) | 重感情:(61.784%) | 争强好胜:(67.498%) |
| 摩羯座: | 摩羯座: | 摩羯座: | 摩羯座: |
| 专一:(71.962%) | 小心眼:(70.332%) | 专一:(69.758%) | 性情:(68.967%) |
| 专情:(71.165%) | 重感情:(67.690%) | 老实:(67.773%) | 不拘小节:(68.253%) |
| 大男子主义:(66.743%) | 大男子主义:(67.663%) | 固执:(66.280%) | 固执:(67.658%) |
| 金牛女:(65.857%) | 抠门:(65.184%) | 重感情:(65.126%) | 重感情:(66.888%) |
| 重感情:(64.781%) | 专一:(64.233%) | 专情:(64.996%) | 倔强:(66.814%) |
| 水瓶座: | 水瓶座: | 水瓶座: | 水瓶座: |
| 专一:(71.150%) | 小心眼:(71.886%) | 专一:(67.464%) | 性情:(73.338%) |
| 专情:(70.361%) | 自私:(66.081%) | 自私:(66.767%) | 不拘小节:(69.933%) |
| 天蝎女:(67.055%) | 抠门:(63.936%) | 固执:(66.528%) | 直率:(69.238%) |
| 见异思迁:(66.782%) | 自恋:(63.763%) | 自恋:(64.444%) | 固执:(68.323%) |
| 好色:(66.503%) | 矫情:(63.494%) | 主见:(63.855%) | 倔强:(67.944%) |
| 双鱼座: | 双鱼座: | 双鱼座: | 双鱼座: |
| 专情:(69.927%) | 小心眼:(68.753%) | 善解人意:(66.332%) | 性情:(70.399%) |
| 专一:(68.266%) | 多愁善感:(65.991%) | 专一:(66.224%) | 倔强:(67.294%) |
| 天蝎女:(67.336%) | 重感情:(64.594%) | 温柔体贴:(65.986%) | 懦弱:(67.049%) |
| 金牛女:(65.058%) | 自私:(64.201%) | 善良:(65.801%) | 多愁善感:(66.903%) |
| 见异思迁:(64.905%) | 滥情:(62.881%) | 自私:(65.500%) | 重感情:(66.839%) |
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