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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])
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/>.
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