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Harsh Nilesh Pathak's Projects

machine-learning icon machine-learning

Machine Learning case-studies at WPI. Projects covers the following data science topics such as NLP, Pre-processing, Analytics, visualization, dimension reduction, classification and regression.

ml-engg icon ml-engg

MACHINE LEARNING AND DEEP LEARNING ENGG SKILLS

ml_notes icon ml_notes

Quick recall notes and tutorial links for various Math, Machine learning and Deep Learning concepts. Basically, links from where my understanding was maximized.

npacs icon npacs

Implementation of "Parameter Continuation Methods for the Optimization of Deep Neural Networks" accepted at ICMLA 19. https://ieeexplore.ieee.org/abstract/document/8999318

pacopy icon pacopy

Numerical parameter continuation in Python.

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-project icon rl-project

RL project at WPI for ML (CS 539) class by Prof. Kyumin Lee

sanichat icon sanichat

Sanichat is a realtime chat system powered by Firebase that allows users to sign in via Twitter and message other users appropriate content in realtime. It uses a queue and simple content filter running on a node server to securely handle inappropriate content and display sanitized content for end users.

smart-cash icon smart-cash

I want to withdraw cash from ATM. I have to go through the same procedure every time I visit near ATM machine. Why? idea is to develop a smart Cash Withdrawal App that will ask you to fill all the ATM Details before hand . And Just by adding li'll functionality like "enter Secure code to get the requested cash" just one click and you get the cash you want .

srgan-tensorflow icon srgan-tensorflow

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

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