Skip to content

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

18 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

NamePredict

This module predicts what class an arbitrary name belongs:

1:'Company',
2:'EducationalInstitution',
3:'Artist',
4:'Athlete',
5:'OfficeHolder',
6:'MeanOfTransportation',
7:'Building',
8:'NaturalPlace',
9:'Village',
10:'Animal',
11:'Plant',
12:'Album',
13:'Film',
14:'WrittenWork'

Install Dependencies

  • conda env create -f NP.yml --name NP
  • pandas should be 0.24.1 and scipy 1.1.0
  • conda install -c conda-forge pandas_ml
  • conda install -c conda-forge matplotlib
  • conda install -c anaconda seaborn

Train

  • Use NamePredict.ipynb

Run predict a name (examples)

  • python run_predict_name.py run --name Jhonson Brothers
  • python run_predict_name.py run --name Coca Cola
  • python run_predict_name.py run --name Hello

About

Predicts what class an arbitrary name belongs using transfer learning

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages