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gca-detection-tab-slides Public
A deep learning image analysis pipeline to detect giant cell arteritis (GCA) activity from digital pathology slides of temporal artery biopsy.
JavaScript UpdatedMay 7, 2025 -
task-manager-cli-boilerplate Public
Code walkthrough, with incremental unit tests, to build a command line task manager application. Boilerplate code written in C for a guided capstone project.
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Probabilistic modeling through Bayesian inference using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.
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Skin lesion image analysis that draws on meta-learning to improve performance in low data and imbalanced data regimes.
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maxent-parameter-inference Public
Maximum Entropy (MaxEnt) parameter inference in biological networks.
MATLAB UpdatedNov 28, 2024 -
nyc-taxi-dataset-eda Public
Clearning, transformation and analysis large datasets as part of coursework for UCS1629: Data Warehousing and Data Mining.
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funded-project-tracker Public
A web-based platform to manage resources and grants for research projects at universities. Deployed for use at Anna University, India.
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image-clef-medical-gan-2023 Public
Scripts, figures, and working notes for the participation in ImageCLEFmedical GANs task, part of the 14th CLEF Conference, 2023.
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Biophysical models of simple biological processes using Matlab. Part of coursework in Introductory Physical and Engineering Biology.
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room-slot-booking Public
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.
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Analysis of the dermoscopic image processing pipeline toward optimally segmenting skin lesion regions and classifying lesion types using adversarial and generative deep learning.
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LocateMyBus Public
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.
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Bottom-up dynamical modeling of biological systems using ordinary, partial, and stochastic differential equations.
matlab biological-simulations dynamical-systems cell-cycle dynamical-modeling oscillations gillespie-algorithmMATLAB UpdatedMay 16, 2024 -
Expectation-Maximization-based clustering algorithm to identify groups defined by biological variates as clusters in single-cell transcriptomic data.
python clustering expectation-maximization transcriptomics expectation-maximization-algorithm single-cell-rna-seq single-cell-analysisJupyter Notebook UpdatedMay 9, 2024 -
SnakeCLEF-2021 Public
Notebooks and references for the submission to SnakeCLEF, 2021 edition.
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Scripts, figures, and working notes for the participation in ImageCLEFmedical, part of the 14th CLEF Conference, 2023.
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lung-tumor-classification Public
Deep-learning based classification pipeline for subtyping lung tumors from histology. Study design and codebase to analyze the impact of nucleus segmentation on subtyping.
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Scripts, figures and working notes for the participation in FungiCLEF-2022, part of the 13th CLEF Conference, 2022
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rna-protein-autoencoder Public
Prediction of surface protein expression from mRNA expression using a regression auto-encoder neural network.
Python UpdatedMar 3, 2024 -
sympy Public
Forked from sympy/sympyA computer algebra system written in pure Python.
Python Other UpdatedFeb 10, 2024 -
Resource compilation, experiments, and tests on Symbolic Execution, Type Inference and Property-Guided Testing of python programs
symbolic-execution property-based-testing type-inference software-testing static-typing software-testing-toolsPython UpdatedOct 29, 2023 -
todo-cli-rescript Public
An interactive command line task management application built with typed functional programming in ReScript (Ocaml, JSooC). Starter CLI template for typed-JS.
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Programs, reports, documentation, and screenshots implemented and designed for the laboratory coursework on UCS1712: Graphics and Multimedia course.
C UpdatedAug 13, 2023 -
Content repository for Intn'l Conf. Workshop on Dall.E-Mini and Image Generative Models at ICCIDS '23.
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Vision-based path planning for Mobile Robots
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Internet-Programming-LabWork Public
Programs, reports, documentation and screenshots as part of the Internet Programming lab course
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A bottom-up implementation of OAuth2 authenticated Todo API endpoints using Flask RESTplus and vanilla Flask.
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active-learning-boilerplate Public
Templated boilerplate for experiments in Active and Ensemble Learning.
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