我对python和无监督的学习方法有点新,但我有一个简单的问题。其中doc2vec模型具有docvecs属性,其中包含训练期间所见的“文档标记”的所有训练向量;是否存在类似的属性,它们为python中的手套,word2vec,fastext,tfidf和一些相关的文本向量模型等模型提供训练过的向量,它们有什么用? 例如,在提取分类载体
时,doc2vec模型可能如下所示certificate = "-----BEGIN CERTIFICATE-----\n" +
"MIIFkTCCBHmgAwIBAgIEAOATLTANBgkqhkiG9w0BAQsFADCBkDELMAkGA1UEBhMC\n" +
"SU4xKjAoBgNVBAoTIWVNdWRocmEgQ29uc3VtZXIgU2VydmljZXMgTGltaXRlZDEd\n" +
"MBsGA1UECxMUQ2VydGlmeWluZyBBdXRob3JpdHkxNjA0BgNVBAMTLWUtTXVkaHJh\n" +
"IFN1YiBDQSBmb3IgQ2xhc3MgMyBPcmdhbmlzYXRpb24gMjAxNDAeFw0xNzEwMzEx\n" +
"MzQwNTNaFw0yMDEwMzAxMzQwNTNaMIG+MQswCQYDVQQGEwJJTjEOMAwGA1UEChMF\n" +
"VUlEQUkxGjAYBgNVBAsTEVRlY2hub2xvZ3kgQ2VudHJlMQ8wDQYDVQQREwY1NjAw\n" +
"OTIxEjAQBgNVBAgTCUthcm5hdGFrYTFJMEcGA1UEBRNAODdiNzU2ZjQ5ZWZlY2Jh\n" +
"MTczNzllOTY5N2JhMmNmMzFkYTdlOGY4NGE2ZThmNGRhOGQwNWIxODNmYjVkMWFk\n" +
"OTETMBEGA1UEAxMKQW51cCBLdW1hcjCCASIwDQYJKoZIhvcNAQEBBQADggEPADCC\n" +
"AQoCggEBAOlums2zjLx4cBx7MJGSN2hunAo3wuRu9Tk5bSkstTmIo4/Som8st2H5\n" +
"Zy9YBpWNuqkT29LCqtzvJKu1WLClnRyrIWuEVxCerdJCb9+PXjjZwdUIIrGMyo0r\n" +
"UzysN62ybPhYeC1Ab+eQge9JEmQsdrJJ9Mya3A/9/FdVPRG3pIPu9tvodYedtt/I\n" +
"lhhDzzC7wfKKHXDY8ydU06anf+StC3GPiroqNHVKOWTI3ZiYKk9Qxnw9lOc3w4Ty\n" +
"fYSO/NR3/2OeFfjFva+uJrnm2rBZmlb+ScmIkuY13os7OFA9vjLPiGkjCOpAaQZD\n" +
"g8JzHiDSrKc01icLc/To/Dl/dVaLM9cCAwEAAaOCAcEwggG9MCIGA1UdEQQbMBmB\n" +
"F2FudXAua3VtYXJAdWlkYWkubmV0LmluMBMGA1UdIwQMMAqACEzRvSoRSATTMB0G\n" +
"A1UdDgQWBBQtqQG/bJDE3ZRmfzxsgLEIcF7BfzAOBgNVHQ8BAf8EBAMCBSAwgYwG\n" +
"A1UdIASBhDCBgTAtBgZggmRkAgMwIzAhBggrBgEFBQcCAjAVGhNDbGFzcyAzIENl\n" +
"cnRpZmljYXRlMFAGB2CCZGQBCAIwRTBDBggrBgEFBQcCARY3aHR0cDovL3d3dy5l\n" +
"LW11ZGhyYS5jb20vcmVwb3NpdG9yeS9jcHMvZS1NdWRocmFfQ1BTLnBkZjB7Bggr\n" +
"BgEFBQcBAQRvMG0wJAYIKwYBBQUHMAGGGGh0dHA6Ly9vY3NwLmUtbXVkaHJhLmNv\n" +
"bTBFBggrBgEFBQcwAoY5aHR0cDovL3d3dy5lLW11ZGhyYS5jb20vcmVwb3NpdG9y\n" +
"eS9jYWNlcnRzL0MzT1NDQTIwMTQuY3J0MEcGA1UdHwRAMD4wPKA6oDiGNmh0dHA6\n" +
"Ly93d3cuZS1tdWRocmEuY29tL3JlcG9zaXRvcnkvY3Jscy9DM09TQ0EyMDE0LmNy\n" +
"bDANBgkqhkiG9w0BAQsFAAOCAQEAOVx0mfOydPPGd3YW5qd28pWRPR3uq9hANq4e\n" +
"c/Fqe1xg3dzlKWBWcUOLQqKuD5DEb6MYYzBCMe7iinDDzTNQFQq1y5rO+GD4WxN/\n" +
"7mDkMnpdUju+vKi7AEF2wuqZBuNoSvdRqsq7ZgzLZXrdYwYLXaxpxcQ0QlzhECdv\n" +
"/K2AGf/wv8nh/BIckHZuJSs5MrCZtiKS84tpXHHHL/Cjd0y3UO+35VvxFOZ50BQr\n" +
"i4XEIDYQd0liyHwTWkv7CoxTYHO9DPPttd1s9nsY1mHSGGWLWUoy3v1yc4iFaw28\n" +
"GXUxpP5A9BfwWFbeqaHx8Tcn0x8YB1r/dAQlE0G/VTsEiugxig==\n" +
"-----END CERTIFICATE-----";