p0l4r

All-Projects-

beginner_scraping

Calculator-By-Shantanu

A simple calculator app created using dotnet

CGPA-calculator-by-shantanu

A simple app for calculating CGPA of EWU, BD; using dotnet

Four-In-A-Row

Four in a row is an age old game, mostly popular in 90s at the time of the Gameboy. The kernel of our motive of this project was to implement Machine Learning e in the game, so that the computer can generate optimal moves for itself and use them in the game to give its opponent a fair fight. It is a very easy and fun game; all you have to do is match four of the chosen object in a sequential manner (horizontally, vertically or diagonally) to win the game. If the opponent matches earlier, he/she is declared as the winner of the game. In this project we tried to demonstrate the machine learning approach to generate optimal moves for the machine. This game uses save and search approach to generate moves i.e. it saves the game patterns every time it plays a match and uses those patterns to generate the moves in future. By analyzing the results of various matches, we have observed that the game gets harder as more it is played. Machine plays more optimally than the previous game it played. So, we can easily interpret that the machine is actually learning from its previous experiences of playing and can engender optimal moves for ensuring a tough competition.

Matrix-Factorization---based-Collaborative-Filtering

matrix-factorization is a light-weight program written in python language for performing basic operations for matrix factorization-based collaborative filtering. I have plans to create a python module from this repository in the future. If you want to contribute to this project, you are most welcome.

PGenX

Random password generator API using python(fastapi)

Three-In-A-Row

it is a version of famous game four in a row. I have implemented machine learning in a weird way. it was a project for my Artificial Intelligence course at my university.

todo-list-python

This is an ongoing attempt to learn to make GUI applications with python.

Toxic-comment-classification

This program classifies Toxic(Hateful) or Non toxic(Not hateful) online comments. The data set used in this program can be found in kaggle. I have given the download link for the data set.

p0l4r/Four-In-A-Row

Four in a row is an age old game, mostly popular in 90s at the time of the Gameboy. The kernel of our motive of this project was to implement Machine Learning e in the game, so that the computer can generate optimal moves for itself and use them in the game to give its opponent a fair fight. It is a very easy and fun game; all you have to do is match four of the chosen object in a sequential manner (horizontally, vertically or diagonally) to win the game. If the opponent matches earlier, he/she is declared as the winner of the game. In this project we tried to demonstrate the machine learning approach to generate optimal moves for the machine. This game uses save and search approach to generate moves i.e. it saves the game patterns every time it plays a match and uses those patterns to generate the moves in future. By analyzing the results of various matches, we have observed that the game gets harder as more it is played. Machine plays more optimally than the previous game it played. So, we can easily interpret that the machine is actually learning from its previous experiences of playing and can engender optimal moves for ensuring a tough competition.

p0l4r/beginner_scraping

p0l4r/Calculator-By-Shantanu

A simple calculator app created using dotnet

p0l4r/CGPA-calculator-by-shantanu

A simple app for calculating CGPA of EWU, BD; using dotnet

p0l4r/Guess-The-Number

A simple Guess The Number game using dotnet

p0l4r/json-to-yaml-and-vice-versa-conversion

This repository contains python scripts for converting json files to yaml files and vice-versa

p0l4r/Matrix-Factorization---based-Collaborative-Filtering

matrix-factorization is a light-weight program written in python language for performing basic operations for matrix factorization-based collaborative filtering. I have plans to create a python module from this repository in the future. If you want to contribute to this project, you are most welcome.

p0l4r/MP3-Player-By-shantanu

A simple MP3 player app using dotnet

p0l4r/PDF-to-AudioBook

A simple program for converting pdf to audio

p0l4r/Portfolio-website

My First crude attempts towards web development. I am still at learning phase. I will be uploading my every attempt towards a successful portfolio website.

p0l4r/using-psutil-module-from-python

p0l4r/PGenX

Random password generator API using python(fastapi)

p0l4r/todo-list-python

This is an ongoing attempt to learn to make GUI applications with python.

p0l4r/Assignment_11_Que_2_MQTT

This is the source code for Assignment 11 , Question 2 - for the course Data Networks - Summer Semester 2021 - UDS. The repo will be deleted after we have our grades for this assignment.

p0l4r/attack_against_machine_learning_models

Project Repository for the course Attack Against Machine Learning Models - Saarland University

p0l4r/Automated-Knowledge-Base-Construction-Summer-2022

This is a repository for the lab works I did in my course Automated Knowledge Base Construction.

p0l4r/Best-README-Template

An awesome README template to jumpstart your projects!

p0l4r/blockchain-walkthrough

p0l4r/django_project_boilerplate

A boilerplate Django project for quickly getting started

p0l4r/FanGraph

This GitHub repo features a NLP backend that generates Knowledge Graphs for fandom Wiki pages, and an API for submitting and retrieving links and their graphs. The included frontend allows for easy input of fandom Wiki links and display of the generated graphs.

p0l4r/full-blockchain-solidity-course-py

Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition

p0l4r/gun-chat

Decentralized Chat App with Gun.js

p0l4r/Hepatitis-C-Classification

Hepatitis-C-Classification is a .ipynb for Hepatitis-C Classification. I have done a basic classification with logistic regression. There are other ways to explore. This is just a fun project.

p0l4r/Human-Action-Recognition-HLCV-Summer-2022

Project Repository for High Level Computer Vision Summer 2022

p0l4r/IntroQuantumCompu

Quantum computing foundations. Theory and implementation

p0l4r/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

p0l4r/not-paid

Client did not pay? Add opacity to the body tag and decrease it every day until their site completely fades away

p0l4r/OnlineShop

An E-Commerce Website using Flask(Python) Backend

p0l4r/p0l4r.github.io

The GitHub repository for my personal website. (static for now)

p0l4r/StatsWithR

Assignments for stats with R