Ishan Kumar
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Projects


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Some of the projects I have built while exploring new stuff. Click on them to find out more.

Molecular VAE

PyTorch implementation of the paper "Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules"

Jan 2021 - March 2021

Open Source Contributions

A summary of the Open Source projects I have been involved with

Neural Question Generation

This is an attempt to compare and test various techniques used in seq2seq modelling, on a question generation task

March 2020 - May 2020

RL 2048

Implementation of Deep Q-network to play the game 2048 using Keras.

Dec 2019 - Feb 2020

Reddit Flair Detector

Model which predicts the flair of a reddit post from its contents

March 2020 - June 2020

Improving Mini BERT’s predictions using Multilingual Knowledge Distillation

Improving mini BERT's performance on Hindi COVID Fake News pred without using Parallel Finetuning data

Feb 2021 - May 2021

d2l-pytorch

Dive Into Deep Learning Book with PyTorch Implementation

May 2019 - June 2019

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Ishan Kumar  •  2021

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