Vectorisation d'images

High Perfomance Computing project for parallelizing recursive fibonacci function with the usage of three API (OMP, MPI and CUDA)

Solutions to the assignments undertaken during the Programming for Performance Course (CS610) in the 7th semester at IITK under Prof. Swarnendu Biswas

Distributed Computing project: Implemented a programme to vectorise, then, parallelise a plain code for the Ant Colony Optimisation algorithm.

This software package is designed to solve high order optimal control problems.

Gray scott diffusion simulation code

Movie Recommendation System Project in Machine Learning

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]

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

PatientINF embedding models - with forum extraction and model building scripts

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

[Feature complete] Bitmap tracing library

optimised star sim which can run for a variable number of in sim years and variables number of stars orbiting a central blackhole

As part of an AICTE internship, this NLP-powered chatbot leverages Python, Streamlit, and Scikit-learn to answer cryptocurrency queries and fetch live prices for the top 20 coins using the CoinGecko API. Combining TF-IDF vectorization and Logistic Regression, it offers an interactive web interface for real-time crypto insights.

Efficient scientific computing school - INFN @ Italy, Bertinoro

This repo contains code that implements vPET-ABC. Currently, we have included Python code attempting GPU acceleration on FDG compartment models.

DrawingBotV3 is a software for converting images into vector art

Various teaching material