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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.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.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