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exoushia's Projects

customer-churn-prediction icon customer-churn-prediction

A ML problem from DataHack. Repository contains EDA + Feature selection & Engg + modelling using Logistic Regression

eda_projects icon eda_projects

Exploratory data analysis , feature engg and data modelling on public datasets

keras-super-resolution icon keras-super-resolution

Keras implementation of SrCNN as roposed by Dong et al "Image Super-Resolution Using Deep Convolutional Networks".

neural-networks icon neural-networks

A basic ANN repository for understanding Neural networks without any black box approach

st-dbscan icon st-dbscan

Implementation of ST-DBSCAN algorithm based on Birant 2007

web-page-classification---data-hack icon web-page-classification---data-hack

Classification of Web page content is vital to many tasks in Web information retrieval such as maintaining Web directories and focused crawling which is used to selectively seek out web pages that are relevant to a pre-defined set of topics.

yolo_algorithm_using_keras icon yolo_algorithm_using_keras

YOLO ("you only look once") is a popular algoritm because it achieves high accuracy while also being able to run in real-time. This algorithm "only looks once" at the image in the sense that it requires only one forward propagation pass through the network to make predictions. After non-max suppression, it then outputs recognized objects together with the bounding boxes.

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