Discover SK7here/Loan-Approval-Prediction Open Source project

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2
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Python
Created about 5 years ago
Updated over 2 years ago

SK7here

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Performed univariate and bivariate analysis to understand the features and their relationships for loan approval prediction. Achieved highest accuracy of 98% for Extreme Gradient Boosting among all tested machine learning classification models.

My-First-Webinar

Source code added for all the topics I taught in my first ever webinar organised by ACE club of SVCE :)

Python

Handwriting-in-the-void

A Multilayer perceptron model along with an opencv model is used to recognize English alphabets WRITTEN IN AIR using any object of specific color (a green bottle cap here) in real time.

Python

Movie-Review-Sentiment-Analysis

Sentiment of a movie review is predicted using three different neural network models - MLP, CNN and LSTM. GloVe embedding is used for vector representation of words.

Python

Chatbot-for-Farmers

Chatbot built using Dialogflow and Firebase that gives information on control of basic crop diseases and details about basic loans.

JavaScript

Extreme-gradient-boosting-parameter-tuning

Parameters of extreme gradient boosting model are fine tuned to achieve better accuracy

Python

DCGAN-Fashion-MNIST

Built a Deep Convolutional Adversarial Neural Network (DCGAN) to generate realistic Fashion MNIST images

Jupyter Notebook

Identifying-free-parking-lots-CNN

A VGG16 model is built to identify free parking lots. Transfer learning is used while training the model.

Jupyter Notebook

Killer-Hunter

Connecting the dots - solving murder mystery with evidences and testimonies.

Prolog

SK7here/Loan-Approval-Prediction

SK7here

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