NLP Based
Follow steps:
- Clone this repo
git clone https://github.com/rawat999/Job_Recommedation.git
and change your directory intoJob_Recommedation
- Install dependencies using
pip install -r requirements
- Download word2vec embedding zip file and extract zip file into
skill_extractor/word2vec_module/
folder. - Train Doc2Vec module using command:
python .\doc2vec\traind2v.py
- Then Train NER Module (Name Entity Recognition) using following command:
python .\skill_extractor\ner_module\train_ner.py
Now, ready to go...
run command: python .\main.py
Now we can change resume file .pdf
or Jobs Description file d2vtrain.csv