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Debasish Das's Projects

build-your-own-prefetcher icon build-your-own-prefetcher

This repository is meant to be a guide for building your own prefetcher for CPU caches and evaluating it, using ChampSim simulator

champsim-data-extraction icon champsim-data-extraction

A ChampSim's data extraction API written for extracting the behavioural data from any prefetcher operating at any cache-level, for training machine-learning models

cli-reader icon cli-reader

An interactive command-line reader for reading light novels online

deep-video-interpolation icon deep-video-interpolation

Course project for CS763 + CS764 (Computer Vision + Lab) which builds upon the paper "Video Frame Interpolation via Adaptive Separable Convolution" for real-time scenarios

deep-vision icon deep-vision

Computer-Vision related research papers implemented using PyTorch

kaggle-simulations-lab icon kaggle-simulations-lab

GUI-based application allowing for experimentation with a wide variety of Reinforcement-Learning agents for Kaggle Simulations competitions

q-fetcher icon q-fetcher

An experimental prototype of a reinforcement-learning based CPU cache prefetcher

seam-carving icon seam-carving

Python implementation of "Seam Carving for Content-Aware Image Resizing" paper

sf2net icon sf2net

Speech Frame Filtering for Effective Speech Enhancement (Course project for CS753: Automatic Speech Recognition)

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