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Recommendation-System-Using-GNNs
This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).Stock-Market-Index-Prediction
This repo deals with time series prediction using LSTMs. An encoder-decoder architecture was used for this purpose. A dual-stage attention mechanism (DA-RNN) has been used in addition to it.PINN-for-Poisson-Equation
This repo contains the code for solving Poisson Equation using Physics Informed Neural NetworksNeural-Network-Backprop-using-C
In this repo, the backpropagation algorithm in feedforward neural networks is implemented from scratch using C.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)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.Differential-Equations-using-Machine-Learning
This repository deals with solving partial differential equations using Machine Learning.Natural-Language-Inference
In this project, several Bi-LSTM and Bi-GRU models were created and trained for the task of Natural Language Inference.Noise-Removal-from-Medical-Images
In this repository, denoising of medical images has been performed using convolutional auto-encoder models.Final-Score-Prediction
Cricket-Data-Analysis
The repository contains code for scraping data from the ESPNCricinfo website.Diabetes-Prediction
Trained various classifiers on the Diabetes dataset.Bayes-Classifier
This repo consists of classification tasks using the Bayes classifier, GMMs, and nearest neighbor classifier.Football-Data-Analysis-and-Viz
Premier-League-Data-Analysis
leetcode
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).Fake-News-Classifier
In this repo, Fake News Classifiers using LSTM models have been trained.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.Love Open Source and this site? Check out how you can help us