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all-in-one-image-dehazing-tensorflow

Deep learning based image dehazing

announcement-sidebar-privacy-policy

automl

Google Brain AutoML

bayesian-personalized-ranking

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

cf-goodreads10k

Implementation of collaborative filtering algorithms on the MovieLens dataset

data-science-hackathons-analytics-vidhya

Sharing my solutions to data science hackathons conducted by Analytics Vidhya

dbms_externalhashbasedjoin

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

ddc_da

deep-learning-papers-reading-roadmap

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

dodgingbricks

Minimalistic 2D game developed on Unity3D game engine

easy21_reinforcementlearning

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

gamebot

Smart bots in python to play online games

genreclassification

gettingandcleaningdatacourseproject

google-10000-english

This repo contains a list of the 10,000 most common English words in order of frequency, as determined by n-gram frequency analysis of the Google's Trillion Word Corpus.

gsquantify_2016_jobscheduler

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

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

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.

musicplaylistgeneration

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

notes

Resources to learn more about Machine Learning and Artificial Intelligence

pca-based-knn-mnist-classification

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

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

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.

shopmates

Shopmates 2 eclipse project files!

snakeai

Genetic algorithm based decision policy to play the popular snake game

socketprogramminginc

Simple client server applications built using socket programming API in C

spellcorrect

Takes as input a word and outputs the correct spelling in case there is a spelling mistake

stanford-probabilisticgraphicalmodels-coursera

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