lemay-ai / companyClassifier

Company type and subtype classifier

companyClassifier

This project converts company names to company labels. 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 companyClassifier

To install from inside a jupyter notebook cell:

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

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

• git clone https://github.com/lemay-ai/companyClassifier.git
• cd companyClassifier/
• pip install -r requirements.text
• python setup.py install
• cd test
• python test_text.py
• python 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 companyClassifier as s

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

b=s.companyClassifier()

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

texts=["Lemay.ai Hotel","Farah's variety","felding and associates","Lemay.ai Consulting"]
ctypes_subtypes = b.classifyCompany(texts)

for company in texts:
    print(company,"is a",ctypes_subtypes["type"][company],ctypes_subtypes["subtype"][company])

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/>.