suryanktiwari

Author-Identification-using-Text-Snippets

Author identification given multiple short text snippets via using stylometric and lexicographical features.

Music-Genre-Classification

10 genre music genre classification. Comparative and exploratory analysis of the pre-processing routines applied, feature extraction techniques and the models used for identification are enclosed

Stock-Market-Prediction---DQNs-and-Dueling-DQNs

Artlet

Concept of a multi-content sharing and reading social platform. In app support for reading and publishing comics, mangas and stories.

Deep-Learning-using-Neural-Networks

Python implementation of a L layered Deep Neural Network from scratch for a binary classification problem.

Dodo-vs-Dinosaur

A challenging game made in Unity3D, using Blender. Published on the playstore.

Ecosystem-Simulator

A closed ecosystem simulator for a few biotic and abiotic cycles. Made in python with data visualizations.

Hot-and-Cold

A hypercasual game made in Unity3d. Published on the playstore.

Indian-Railway-Network-Analysis

Subquerying and visualization system for the IRN. Analysis of the network is performed by extracting various properties and inferences are noted down.

Multiclass-Naive-Bayes-Classifier

Implementation of a multi class Gaussian Naive Bayes classifier in python from scratch.

Genecrypt

Symmetric Cipher Breaking Using Genetic and Memetic Algorithms

Pong-Maniac

Combined the retro Pong and Block-breaker to a modern 3d approach using Unity3D. Currently published on Play Store.

Ant-colony-optimization

Python implementation of Ant Colony Optimization with networkx

BirdFeeder

Meal planner android application

Classification-and-Regression-using-Trees

Classification and regression using Decision Trees, Bagged Decision Trees and Random Forests from scratch in python.

DAG-operations

Finding ancestors and descendants of elements of a DAG and checking if given trail is a path

Knowledge-Graph-Representation---Structured-Recipe-from-Unstructured-Corpus

Knowledge graph representation and querying system from an Information Retrieval Project

Linear-Regression-and-K-fold-Cross-Validation

Implementing Linear Regression for various degrees and computing RMSE with k fold cross validation, all from scratch in python.

moneyinator

N-Queens

N Queens problem with Genetic Alogrithm in python

PCA-LDA-FDA

This repository contains python implementation of PCA, LDA and FDA from scratch. Noise removal effect of PCA is also visualized.

suryanktiwari.github.io

Personal Website

TF-IDF-based-vector-space-document-retrieval