Vanessa A's repositories
automatic_dependency_characterization
Research project on "Blackbox Learning of Parametric Dependencies for Performance Models from Monitoring Data" (research paper linked): 2-tier machine learning approach with performance prediction accuracy of 92.8% in case study; allows automatic on-the-fly performance modelling to optimize server utilization without any knowledge about the running application.
vackermann.github.io.disabled
Jekyll project to build a personal website featuring a project portfolio. Uses Agency Theme for Jekyll.
ml_practicals
Implementation of concepts discussed in Machine Learning course for better understanding and to get more familiar with numpy, scipy, scikit-learn, matplotlib and tensorflow. Includes CNN to classify MNIST data set, experiments on generative vs discriminative models, plotting learning curves to detect overfitting and my own implementations of Linear Regression and the Naive Bayes Classifier.
mws-restaurant-stage-1
Starter Code for the Udacity's "Mobile Web Specialist Restaurant Reviews App: Stage 1" Project
mws-restaurant-stage-2
Development server for students completing stage two of the restaurant reviews project for Mobile Web Specialist Nanodegree
machinelearning-exercises
Based on the project code for the Udacity ud120 machine learning course.
Mixare4Browser
Modern browser APIs allow to transfer the concept of MixARE http://www.mixare.org (Mixed Augmented Reality Engine) for Web Browser. Mixare4Browser will be able to read the JSON file exported from Mixare4JSON https://github.com/niebert/Mixare4JSON and display the database in the known MixARE way in Firefox, Chromium, ...
2048-game
Implementation of popular 2048 game in Java. GUI built with Javafx.
scheduling-algorithms
Implementation of a heurstic algorithm for solving a resource-constrained problem by suggesting and switching assignments.