Sanjay-Ganapathi/smallCompanyType2.0

Company type and subtype classifier

smallCompanyType=2.2

This project converts small company names to company type. Have a look at the following medium article:

https://medium.com/@lemaysolutions/deep-learning-magic-small-business-type-8ac484d8c3bf

INSTALL INSTRUCTIONS

This project can be pip installed using the command:

pip install smallCompanyType

To install from inside a jupyter notebook cell:

import sys
!{sys.executable} -m pip install smallCompanyType

Alternatively the project can be cloned from the github repository following the instructions provided below:

• git clone https://github.com/lemay-ai/smallCompanyType2.0.git
• cd smallCompanyType/
• pip3 install h5py
• pip3 install keras --upgrade
• pip3 install tensorflow --upgrade
• python3 setup.py install
• cd test
• python3 test_text.py
• python3 test_pandas.py

USE INSTRUCTIONS

Make sure the following dependencies are imported:

from keras.models import load_model  
from os import path
import sys

After installation import the project as a module with the following code:

import smallCompanyType as s

In order to test the model predictions call the SmallCompanyType class with:

b=s.SmallCompanyType()

You can use the test case below or modify the text strings.

texts=["Lemay.ai Night Club","Farah's variety","felding and associates","Lemay.ai Consulting", "Jims Garage"]
for text in texts:
    ctype = b.getCompanyType(text)
    csubtype = b.getCompanySubtype(text)
    print(text,"is a",ctype,csubtype)

http://lemay.ai

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program.  If not, see <http://www.gnu.org/licenses/>.