ashwin-dhakal/working-with-300-dimension-vectors

artificial neural network model with 86.09 % accuracy

Neural-Network-for-Question-Duplication-Analysis

artificial neural network model with 86.09 % accuracy Here is the steps carried:

This photo is from the visulaization of initial feature engineering

Heatmap was generated for calculating degree of effects of input parameter.

I know you cant visualize this :D

Supervised machine learning model implemented before ANN design:

This is the summary of neural network:

Own neural network designed containing 5 hidden layers and 15 input nodes:

Training screenshot:

Curve plotted:

Confusion matrix:

UI and Back end development:

And this was the UI designed using Django backend:

results:

Relying on the project's idea, new workflow of architecture of was designed and a research was proposed. You can have a full read of the paper here:
"Exploring Deep Learning in Semantic Question Matching"
https://ieeexplore.ieee.org/document/8586832

Thanks !