tusharsircar95

All-In-One-Image-Dehazing-Tensorflow

Deep learning based image dehazing

Bayesian-Personalized-Ranking

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

Data-Science-Hackathons-Analytics-Vidhya

Sharing my solutions to data science hackathons conducted by Analytics Vidhya

Easy21_ReinforcementLearning

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

Iterative-Neural-Style-Transfer

Implementation of neural style transfer in Tensorflow as proposed by Gatys et al.

LSHAlgorithms

Implementation of locality sensitive hashing algorithms for approximate nearest neighbour search.

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

SudokuVisionSolver

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

VAE-MNIST

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

tusharsircar95/Data-Science-Hackathons-Analytics-Vidhya

Sharing my solutions to data science hackathons conducted by Analytics Vidhya

tusharsircar95/All-In-One-Image-Dehazing-Tensorflow

Deep learning based image dehazing

tusharsircar95/SudokuVisionSolver

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

tusharsircar95/Bayesian-Personalized-Ranking

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

tusharsircar95/Iterative-Neural-Style-Transfer

Implementation of neural style transfer in Tensorflow as proposed by Gatys et al.

tusharsircar95/Easy21_ReinforcementLearning

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

tusharsircar95/VAE-MNIST

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

tusharsircar95/Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

tusharsircar95/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

tusharsircar95/PCA-Based-KNN-MNIST-Classification

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

tusharsircar95/SnakeAI

Genetic algorithm based decision policy to play the popular snake game

tusharsircar95/SocketProgrammingInC

Simple client server applications built using socket programming API in C

tusharsircar95/LSHAlgorithms

Implementation of locality sensitive hashing algorithms for approximate nearest neighbour search.

tusharsircar95/announcement-sidebar-privacy-policy

tusharsircar95/automl

Google Brain AutoML

tusharsircar95/CF-GoodReads10K

Implementation of collaborative filtering algorithms on the MovieLens dataset

tusharsircar95/DBMS_ExternalHashBasedJoin

Simulation of DBMS Join operator using external hashing (under memory constraints)

tusharsircar95/DDC_DA

tusharsircar95/DodgingBricks

Minimalistic 2D game developed on Unity3D game engine

tusharsircar95/GameBot

Smart bots in python to play online games

tusharsircar95/GenreClassification

tusharsircar95/GettingAndCleaningDataCourseProject

tusharsircar95/GSQuantify_2016_JobScheduler

tusharsircar95/HuffmanEncoder

REST API built using Django that compresses a text message using Huffman Encoding algorithm and extract the original message from a given compressed message and key

tusharsircar95/MusicPlaylistGeneration

Implementation of the "Playlist Prediction via Metric Embedding" paper by Shuo Chen et.al. (WIP)

tusharsircar95/notes

Resources to learn more about Machine Learning and Artificial Intelligence

tusharsircar95/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

tusharsircar95/Stanford-ProbabilisticGraphicalModels-Coursera

Assignments and other work done as part of the Probabilisitc Graphical Models specialization offered by Stanford University on Coursera

tusharsircar95/Statistical-Inference-Course-Project-JHU-Data-Science-Specialization

Course project submitted as part of the Statistical Inference course in the Data Science Specialization offered by The John Hopkins University on Coursera

tusharsircar95/TicTacToe_PerfectGameAlgorithm

Implementation of an algorithm to play a perfect game of Tic-Tac-Toe (win or draw) using Minimax Algorithm in C++