DrawingBotV3 is a software for converting images into vector art
Various teaching material
Efficient scientific computing school - INFN @ Italy, Bertinoro
High Perfomance Computing project for parallelizing recursive fibonacci function with the usage of three API (OMP, MPI and CUDA)
[Feature complete] Bitmap tracing library
An Obsidian plugin that synchronizes selected Zotero full-text items with your vault in realtime, vectorizes them and lets you chat with your pdf documents.
This repo contains code that implements vPET-ABC. Currently, we have included Python code attempting GPU acceleration on FDG compartment models.
Movie Recommendation System Project in Machine Learning
Solutions to the assignments undertaken during the Programming for Performance Course (CS610) in the 7th semester at IITK under Prof. Swarnendu Biswas
This software package is designed to solve high order optimal control problems.
Distributed Computing project: Implemented a programme to vectorise, then, parallelise a plain code for the Ant Colony Optimisation algorithm.
PatientINF embedding models - with forum extraction and model building scripts
Evaluation of various ML models for text using NLP driven approach for imbalanced data while balancing data using over and under sampling technique.
VDSP (in process) and IntelIPP (Not started) wrapper for vectorised functions with catch2 tests and openness to expand
Experiments in optimisation using vectorisation and parallelisation across CPU and GPU threads to solve problems such as matrix-matrix multiplication, matrix-vector multiplication, and two dimensional convolution [Assignments from Software Programming for Performance - IIIT-Hyderabad, Spring '23]
optimised star sim which can run for a variable number of in sim years and variables number of stars orbiting a central blackhole
Implementation of CNN (consisting of maxpool, relu, fully-connected and convolutional layers) using Numpy Vectorisation (from scratch without any third-party library), followed by analysis using hyperparameter tuning and different regularisation techniques
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