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Manav Singhal's Projects

capsnet-keras icon capsnet-keras

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

ieee-nitk.github.io icon ieee-nitk.github.io

Official Website for IEEE NITK Student Branch, Mangalore Sub Section, Bangalore Section, R10 Region.

keras_snli icon keras_snli

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rl-starter-files icon rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

summerprojects19 icon summerprojects19

IEEE Summer Mentorship Projects under IEEE-NITK CompSoc for the Summer of 2019

sympy icon sympy

A computer algebra system written in pure Python

vowpal_wabbit icon vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

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