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Inderjit Singh Chahal's Projects

dynamic icon dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

image-detection- icon image-detection-

This is my ML project using cnn to detect whether a person is wearing mask or not.

kaggle-rsna18 icon kaggle-rsna18

Code for 1st place solution in Kaggle RSNA Pneumonia Detection Challenge.

monteyhallproblem icon monteyhallproblem

This is a python program to look at and simulate the basic version of monty hall problem using random number generator.

persian-hugo icon persian-hugo

Persian is a box design personal blog theme based on Bootstrap and powered by Hugo. It is very responsive and perfectly fits on any sized screen device.

polyfit icon polyfit

It is a general purpose algorithm to try different degrees of polynomial without having to change anything in the code except the degree of the polynomial

preprocessing-images-from-scratch icon preprocessing-images-from-scratch

The project covers the deficit that exist in the online available resources in data science for beginners, whereby the existing models work just fine on well prepared mnist, fashion-mnist etc datasets but often students find it difficult to achieve the kind of accuracy for their own datasets. The project intends to cover simple methods to generate a good dataset from different images obtained from any sources.

pytorch-transformers icon pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

zingchart icon zingchart

A declarative, efficient, and simple JavaScript library for building responsive charts

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