Pinned Repositories
Differential-Equations-using-Machine-Learning
This repository deals with solving partial differential equations using Machine Learning.
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.
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.
Noise-Removal-from-Medical-Images
In this repository, denoising of medical images has been performed using convolutional auto-encoder models.
PINN-for-Poisson-Equation
This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks
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.
sm823zw's Repositories
sm823zw/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.
sm823zw/Recommendation-System-Using-GNNs
This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).
sm823zw/PINN-for-Poisson-Equation
This repo contains the code for solving Poisson Equation using Physics Informed Neural Networks
sm823zw/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.
sm823zw/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.
sm823zw/Music-Speech-Classification
Unsupervised Music Speech Classification using Gaussian Mixture Models (EM algorithm)
sm823zw/Differential-Equations-using-Machine-Learning
This repository deals with solving partial differential equations using Machine Learning.
sm823zw/Natural-Language-Inference
In this project, several Bi-LSTM and Bi-GRU models were created and trained for the task of Natural Language Inference.
sm823zw/Noise-Removal-from-Medical-Images
In this repository, denoising of medical images has been performed using convolutional auto-encoder models.
sm823zw/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.
sm823zw/Bayes-Classifier
This repo consists of classification tasks using the Bayes classifier, GMMs, and nearest neighbor classifier.
sm823zw/Cricket-Data-Analysis
The repository contains code for scraping data from the ESPNCricinfo website.
sm823zw/Diabetes-Prediction
Trained various classifiers on the Diabetes dataset.
sm823zw/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.
sm823zw/Fake-News-Classifier
In this repo, Fake News Classifiers using LSTM models have been trained.
sm823zw/fifa-world-cup-2022-prediction
sm823zw/Football-Data-Analysis-and-Viz
sm823zw/leetcode
Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub).
sm823zw/Automatic-Image-Captioning
This repository consists of code for automatic image captioning.
sm823zw/COVID-19-Detection-Using-CT-Scans
This repo deals with COVID-19 Classification using CT Scan images of the chest.
sm823zw/email-classification
sm823zw/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.
sm823zw/pandas-vs-polars
Comparison between Pandas and Polars library
sm823zw/quaterion
Blazing fast framework for fine-tuning similarity learning models
sm823zw/QueryTube_ThirdAI
sm823zw/Reddit-Flair-Detection
This repository deals with Reddit flair detections.
sm823zw/sm823zw
Config files for my GitHub profile.
sm823zw/sm823zw.github.io
Personal Portfolio Website
sm823zw/SVM-and-Neural-Networks
This repo consists of classification tasks using non-linear classifiers.
sm823zw/Text-Summarizer