Toxic-Comment-Classifier

Problem statement:

A DL project that helps in classifying Toxic Comment weather it is positive or not.

Dataset

You can find the dataset here.

setup

To create a project from scratch use following steps - -

• Clone the repository : https://github.com/ni3choudhary/Toxic-Comment-Classifier.git
• Inside the project root directory, Create Python Virtual Environment using below command.

$ python3 -m venv venv

Activate Virtual Environment

$ .venv/bin/activate 
          OR
$ .\venv\Scripts\activate

Install Libraries using below command

$ pip install -r requirements.txt

• Run jupyter notebook to get the model and labels pickle file.

• Copy both pickle files and paste inside flask directory .

• Inside the flask directory run app.py on terminal to start local server.

$ python app.py

App Demo

• Please do ⭐ the repository, if it helped you in anyway.