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tanvirtin's Projects

attach icon attach

bootstrap myself into debian/OSX machines

cifar-10-cnn icon cifar-10-cnn

A convolutional neural network to classify the CIFAR-10 image dataset.

ftp-shell icon ftp-shell

A simple FTP program in Python, enabling communication between two computers-- ideal for transferring files between virtual machines.

gdrive-sync icon gdrive-sync

Google Drive synchronization program for Linux Ubuntu.

gradient-descent icon gradient-descent

A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.

hopfield-network icon hopfield-network

Implementation of a Hopfield network which is a form of recurrent artificial neural network.

jquery-snake icon jquery-snake

A simple snake game made with JavaScript, JQuery library, CSS, HTML and the Python Flask framework as backend.

memory-card-game icon memory-card-game

A simple memory game of cards written in Python Flask framework, Javascript, JQuery library, CSS and HTML.

mnist-ann icon mnist-ann

An Artificial Neural Network with weight decay created using python using the Numpy library which can read handwritten digits. Uses K-Folds cross validation for training the Neural Network.

pagerank icon pagerank

A tiny python implementation of Google's page rank algorithm.

self-organizing-map icon self-organizing-map

This project demonstrates an implementation of a type of Neural Network called Self Organizing Maps which correctly organizes a MNIST digits 1 and 5.

svd-prediction icon svd-prediction

A simple example demonstrating the Singular Value Decomposition of a movie data set to predict ratings of a particular user.

tinchat icon tinchat

Chat Application built using NestJS, PSQL and ReactJS :speech_balloon:

tinmart icon tinmart

A super store application populated using scraped data, with a complex recommendation system.

tslox icon tslox

Lox interpreter written in Deno

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