Suryank Tiwari's repositories
Author-Identification-using-Text-Snippets
Author identification given multiple short text snippets via using stylometric and lexicographical features.
Hot-and-Cold
A hypercasual game made in Unity3d. Published on the playstore.
Ant-colony-optimization
Python implementation of Ant Colony Optimization with networkx
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.
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.
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
Pong-Maniac
Combined the retro Pong and Block-breaker to a modern 3d approach using Unity3D. Currently published on Play Store.
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.
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