Discover @sm823zw Open Source projects

Saankhya Mondal (@sm823zw)

sm823zw

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93
Global Rank 218,236 (Top 8 %)
Followers 17
Following 3
Registered over 5 years ago
Most used languages

Jupyter Notebook
80.0 %

Python
5.0 %

R
5.0 %

C
5.0 %

C++
5.0 %
Location 🇮🇳 India
Country Total Rank 10,705
Country Ranking

Jupyter Notebook
532

C
1,047

R
1,054

Recommendation-System-Using-GNNs

This repository contains the code for building a recommendation system using Graph Neural Networks(GNNs).

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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.

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PINN-for-Poisson-Equation

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

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Neural-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.

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Music-Speech-Classification

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

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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.

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Differential-Equations-using-Machine-Learning

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

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Natural-Language-Inference

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

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Noise-Removal-from-Medical-Images

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

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Final-Score-Prediction

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Cricket-Data-Analysis

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

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Diabetes-Prediction

Trained various classifiers on the Diabetes dataset.

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Bayes-Classifier

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

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Football-Data-Analysis-and-Viz

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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.

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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.

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