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Shubhajit Das's Projects

cs231n-18 icon cs231n-18

my solutions for the assignment in CS231n - Spring 2018 - [nbviewer](http://nbviewer.jupyter.org/github/shubhajitml/cs231n-18/tree/master/Solutions/)

cutly icon cutly

cutly - A URL shortener with authentication support + custom URL + analytics

ecobin icon ecobin

IOT based Waste Management System for Smart Cities

faster-nbs icon faster-nbs

Notebooks in fastaiLive - [view on nbviewer](http://nbviewer.jupyter.org/github/shubhajitml/faster-nbs/tree/master/)

food-101 icon food-101

training food-101 (achieved SOTA top-1 validation acc ~=90%) using 1-cycle-policy:

footware icon footware

Classify footware based on closures : https://nbviewer.jupyter.org/github/shubhajitml/footware/tree/master/

jupyhacks icon jupyhacks

some Jupyter Notebook hacks for making coding life easier

kwtk icon kwtk

exploring know_what_they_know (kwtk)

ncodes icon ncodes

Implementation of various deep learning and related algorithms in Pytorch- [view on nbviewer](https://nbviewer.jupyter.org/github/shubhajitml/neurCodes/tree/master/)

shortly icon shortly

A URL Shortener Service. Demo available at-

starry icon starry

RESTful api to fetch top repositories (by stars) of an organisation on github

training-zoo icon training-zoo

training on different neural network architectures for different datasets to achieve (~=) SOTA result with less time and compute

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