autoencoders

This repository consists of Jupyter notebooks where auto-encoders, denoising auto-encoders, and variational auto-encoders have been used for learning latent representation and reconstructing MNIST images.

automatic-image-captioning

This repository consists of code for automatic image captioning.

bayes-classifier

This repo consists of classification tasks using the Bayes classifier, GMMs, and nearest neighbor classifier.

computational-linear-algebra-algorithms

This repo consists of various Linear Algebra algorithms.

covid-19-detection-using-ct-scans

This repo deals with COVID-19 Classification using CT Scan images of the chest.

cricket-data-analysis

The repository contains code for scraping data from the ESPNCricinfo website.

diabetes-prediction

Trained various classifiers on the Diabetes dataset.

differential-equations-using-machine-learning

This repository deals with solving partial differential equations using Machine Learning.

duckworth-lewis-method-analysis

This repo deals with approximating/fitting 'runs production function' using the first innings data of ODI matches and obtaining the curves used in the DL method used in cricket to set revised targets in games shortened due to rain/bad light.

email-classification

fake-news-classifier

In this repo, Fake News Classifiers using LSTM models have been trained.

fifa-world-cup-2022-prediction

final-score-prediction

football-data-analysis-and-viz

generative-adversarial-networks

In this repository, the state-of-the-art Generative Adversarial Networks(GANs) were explored. Specifically, Deep Convolutional GANs (DCGANs) were trained on the CIFAR-10 dataset to generate new images.

harris-corner-tracking-using-lk-method

human-face-spoofing-detection

This repo proposes a spoofing detection system using Convolutional Neural Networks (CNN). The CNN model is very light-weight, easier and faster to load and run. It is ideally designed for real-time detection in embedded hardware.

image-encryption-using-the-image-steganography-concept-and-plip-model

leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).

link-prediction-in-social-networks

This repository deals with link/edge prediction in social networks. The aim is to infer which new interactions among its members are likely to occur in the near future.

melanoma-image-augmentation-and-classification

This repository deals with generating 'malign' synthetic samples from 'benign' samples using CycleGAN to mitigate class imbalance and detecting Melanoma using a new balanced skin lesion image dataset.

music-speech-classification

Unsupervised Music Speech Classification using Gaussian Mixture Models (EM algorithm)

natural-language-inference

In this project, several Bi-LSTM and Bi-GRU models were created and trained for the task of Natural Language Inference.

neural-network-backprop-using-c

In this repo, the backpropagation algorithm in feedforward neural networks is implemented from scratch using C.

neural-networks-from-scratch

Created a neural network, performed forward prop and backprop using only numpy. Using a four-layered neural network with two hidden layers, an emotion classifier was built.

news-app

Using Android Studio, a news app was developed which uses JSON feed to obtain and display the latest news in various categories across 50 nations in the world.

noise-removal-from-medical-images

In this repository, denoising of medical images has been performed using convolutional auto-encoder models.

pandas-vs-polars

Comparison between Pandas and Polars library

pet-image-classifier

pinn-for-poisson-equation

This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks