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Prishita Ray's Projects

analysis_on_web_crawlers icon analysis_on_web_crawlers

C program to compare efficiency, time and memory usage of different web crawling algorithms and improving the search using cache control headers.

asog icon asog

Advanced Sonic Operations Grid

curriculum_rl_for_driving icon curriculum_rl_for_driving

Curriculum Design through Bayesian Optimization to train RL agents for the purpose of autonomous racing in the OpenAI Gym CarRacing Environment

daily-goals icon daily-goals

This application is a collaborative project made by the Google Udacity Android Basics Scholars.

ds18b20_yf-s201_raspberrypi icon ds18b20_yf-s201_raspberrypi

Monitoring project using a RaspberryPi Zero with DS18B20 temperature sensors and YF-S201 water control flow meters.

genesis-2.4 icon genesis-2.4

Repository for continued development of GENESIS 2.4 neural simulator

ocr_via_cnns icon ocr_via_cnns

Performs OCR on hand drawn characters in multiple Unicode languages using CNNs.

ppo-pytorch icon ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

raeln icon raeln

L2-Regularized Autoencoder Enabled Ladder Networks (RAELN) for multi-class classification of network intrusion malware.

raspi-sump icon raspi-sump

A sump pump monitoring system using Python and Raspberry Pi

sims icon sims

simulations for the Computational Cognitive Neuroscience textbook

soft-actor-critic-and-extensions icon soft-actor-critic-and-extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

why_deep_learning_succeeds icon why_deep_learning_succeeds

Review on whether the number of parameters or backward feature correction can explain the superior performance of Deep Learning

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