Resume-Parser
所属分类：自然语言处理
开发工具：Python
文件大小：5486KB
下载次数：0
上传日期：2020-09-16 16:30:31
上 传 者：
sh-1993
说明： 恢复分析器，使用Spacy NER的恢复分析器
(Resume-Parser,Resume parser using Spacy NER)
文件列表:
Entity Recognition in Resumes.json (1106139, 2020-09-17)
ner_loss.png (23848, 2020-09-17)
output (0, 2020-09-17)
output\Alice Clark CV.pdf (112428, 2020-09-17)
output\Resume 2.pdf (108880, 2020-09-17)
parsed_resume.png (57440, 2020-09-17)
src (0, 2020-09-17)
src\ML_Pipeline (0, 2020-09-17)
src\ML_Pipeline\entity_extractor.py (800, 2020-09-17)
src\ML_Pipeline\json_spacy.py (1286, 2020-09-17)
src\ML_Pipeline\predict_model.py (426, 2020-09-17)
src\ML_Pipeline\text_extractor.py (556, 2020-09-17)
src\ML_Pipeline\train_model.py (2112, 2020-09-17)
src\ML_Pipeline\utils.py (322, 2020-09-17)
src\__init__.py (0, 2020-09-17)
src\engine.py (663, 2020-09-17)
src\nlp_model (0, 2020-09-17)
src\nlp_model\meta.json (632, 2020-09-17)
src\nlp_model\ner (0, 2020-09-17)
src\nlp_model\ner\cfg (429, 2020-09-17)
src\nlp_model\ner\model (4013076, 2020-09-17)
src\nlp_model\ner\moves (810, 2020-09-17)
src\nlp_model\tokenizer (70560, 2020-09-17)
src\nlp_model\vocab (0, 2020-09-17)
src\nlp_model\vocab\key2row (1, 2020-09-17)
src\nlp_model\vocab\lexemes.bin (969600, 2020-09-17)
src\nlp_model\vocab\lookups.bin (1697636, 2020-09-17)
src\nlp_model\vocab\strings.json (335246, 2020-09-17)
src\nlp_model\vocab\vectors (128, 2020-09-17)
# Resume-Parser
## Description
Create a resume parser using Spacy to extract key information from the resumes.\
## Input training data
Data is loaded from file - Entity Recognition in Resumes.json. The input data is given in JSON format with the following fields tagged :\
a) Location\
b) Designation\
c) Name\
d) Years of Experience\
e) College\
f) Degree\
g) Graduation Year\
h) Companies worked at\
i) Email address
## Test data
Data is loaded from 'output' folder
## Results
ner_loss plot
parsed_resume.png
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