Karthik Desingu's repositories
LocateMyBus
IoT and ML to assuage the uncertainty in city bus schedules. Track live running status and avail tentative schedule of buses. Minimal IoT setup with a central ML-driven web-backend.
funded-project-tracker
A web-based platform to manage resources and grants for research projects at universities. Deployed for use at Anna University, India.
room-slot-booking
A feature-wise pluggable and/or entirely replicable Python Django web-application to centrally manage time or resource slots for events. Deployed at a state-level event for resource management.
few-shot-dermoscopic-image-analysis
Skin lesion image analysis that draws on meta-learning to improve performance in the low data and imbalanced data regimes.
task-manager-cli-boilerplate
Code walkthrough, with incremental unit tests, to build a command line task manager application. Boilerplate code written in C for a guided capstone project.
lung-tumor-classification
Deep-learning based classification pipeline for subtyping lung tumors from histology. Study design and codebase to analyze the impact of nucleus segmentation on subtyping.
FungiCLEF-2022-using-Network-Ensembles
Scripts, figures and working notes for the participation in FungiCLEF-2022, part of the 13th CLEF Conference, 2022
ImageCLEFmedical-captioning-2023
Scripts, figures, and working notes for the participation in ImageCLEFmedical, part of the 14th CLEF Conference, 2023.
probabilistic-ml-experiments-with-PyStan
Probabilistic modeling using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.
todo-cli-rescript
An interactive command line task management application built with typed functional programming in ReScript (Ocaml, JSooC). Starter CLI template for typed-JS.
active-learning-boilerplate
Templated boilerplate for experiments in Active and Ensemble Learning.
assembling-blocks-of-Dall.E-Mini
Content repository for Intn'l Conf. Workshop on Dall.E-Mini and Image Generative Models at ICCIDS '23.
authenticated-todo-api-from-scratch
A bottom-up implementation of OAuth2 authenticated Todo API endpoints using Flask RESTplus and vanilla Flask.
Internet-Programming-LabWork
Programs, reports, documentation and screenshots as part of the Internet Programming lab course
lesion-characterization-using-cgan
Analysis of the dermoscopic image processing pipeline toward optimally segmenting skin lesion regions and classifying lesion types using adversarial and generative deep learning.
SnakeCLEF-2022-using-Network-Ensembles
Scripts, figures and working notes for the participation in SnakeCLEF-2022, part of the 13th CLEF Conference, 2022
support-vector-machines-lecture
Content repository for a lecture presentation on SVMs with an llustrative implementation in Python for the Data Warehousing and Data Mining course.
biophysical-modeling-with-matlab
Mathematical modeling of simple biological systems using Matlab. Part of coursework in Introductory Physical and Engineering Biology.
Computer-Networks-LabWork
Programs, reports, documentation, and screenshots implemented and designed for the laboratory coursework in UCS1511: Computer Networks course.
dynamical-modeling-of-biological-systems
Bottom-up dynamical modeling of biological systems using ordinary, partial, and stochastic differential equations.
em-clustering-sc-transcriptomics
Expectation-Maximization-based clustering algorithm to identify groups defined by biological variates as clusters in single-cell transcriptomic data.
Graphics-and-Multimedia-LabWork
Programs, reports, documentation, and screenshots implemented and designed for the laboratory coursework on UCS1712: Graphics and Multimedia course.
image-clef-medical-gan-2023
Scripts, figures, and working notes for the participation in ImageCLEFmedical GANs task, part of the 14th CLEF Conference, 2023.
maxent-parameter-inference
Maximum Entropy (MaxEnt) parameter inference in biological networks.
rna-protein-autoencoder
Prediction of surface protein expression from mRNA expression using a regression auto-encoder neural network.
SnakeCLEF-2021
Notebooks and references for the submission to SnakeCLEF, 2021 edition.
sympy
A computer algebra system written in pure Python.
toupee-refbase
A library for Deep Learning Ensembles. Base version for building atop.
type-inference-tools-playground
Resource compilation, experiments, and tests on Symbolic Execution, Type Inference and Property-Guided Testing of python programs
Vision-For-Robot-Path-Planning
Vision-based path planning for Mobile Robots