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Parth Singhal's Projects

biobert icon biobert

BioBERT: a pre-trained biomedical language representation model for biomedical text mining

capsnet-keras icon capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsule-gan icon capsule-gan

Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".

music-gen icon music-gen

A Seq-2-Seq model to generate any kind of music!

neuro_trader icon neuro_trader

A Neuroevolution strategy agent to trade Bitcoin, support for BitMex API included.

point_cloud_experiments icon point_cloud_experiments

Experiments with point clouds and neural nets, more specifically Convolution based modelling for infilling (via prediction ) sparse areas in otherwise dense point clouds.

visual-fusion-for-avs icon visual-fusion-for-avs

An attempt to create a sensor fusion model for camera & laser scanner inputs for Autonomous Vehicles

website icon website

A little info on what goes inside a quarantined data scientist's brain

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