Tushar Sircar

Data-Science-Hackathons-Analytics-Vidhya. Sharing my solutions to data science hackathons conducted by Analytics Vidhya

SudokuVisionSolver. OpenCV (Python) program that recognizes and reads a sudoku grid from an image and solves the puzzle via backtracking

All-In-One-Image-Dehazing-Tensorflow. Deep learning based image dehazing

Iterative-Neural-Style-Transfer. Implementation of neural style transfer in Tensorflow as proposed by Gatys et al.

Bayesian-Personalized-Ranking. Bayesian Personalised Ranking or One Class Collaborative Filtering for predicting whether a user reads a particular book

Easy21_ReinforcementLearning. Implementation of reinforcement learning algorithms to Easy21 ( a variation of BlackJack )

VAE-MNIST. Tensorflow implementation of Variational Autoencoder (VAE) trained on MNIST handwritten digits

Scientific-Computing---Numerical-Algorithms-Projects. Algorithms to solve linear equations, PDE's and ODE's, iterpolation etc along with Iterative Methods for Non-linear equations, Polynomial Interpolation (including Cubic Interpolation, Newtons Forward & Backward Difference schemes), IVP's for ODE's, Finite Difference Schemes for PDEs and IVPs, Gauss-Seidel and SOR methods along with their stability analysis.

SnakeAI. Genetic algorithm based decision policy to play the popular snake game

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

HomeCooksGalore. Home Cooks Galore is a web-application made in Django that allows users to share personal recipes of home-made dishes with the world

SocketProgrammingInC. Simple client server applications built using socket programming API in C

PCA-Based-KNN-MNIST-Classification. Comparison of MNIST classification performance using KNN on original features and PCA projections.