Meghan Kane's repositories
ML-elective-resources
Resources for learning more for various ML concepts to supplement my ML elective lectures @ Hochschule Darmstadt (Summer Term 2019)
ABMMetastabilityAnalysis
Metastability analysis of opinion dynamics. Final project for Numerics IV: Modeling, Simulation, and Optimization.
genre-melodies
Create genre-specific melodies using Magenta
hugo-creative-portfolio-theme
Port of the creative portfolio theme to Hugo
Learning-aftershock-location-patterns
Training, testing, evaluation codes for learning aftershock location patterns
request-for-ios-ml-tools
Ideas for tools that would help the end-to-end process for integrating machine learning models into iOS apps
requests-for-research
A living collection of deep learning problems
silk-fibroin-protein-structure
Visualizing 2KHM, the C-terminal non-repetitive domain of the spider dragline silk protein for HTGAA week 4 protein design fundamentals.
SSA-toggle-switch
Stochastic simulation algorithm (Gillespie's) to approximate solutions to the chemical master equation for chemical reaction networks with an example for a genetic toggle switch. Implemented as a part of the topics in computational dynamics seminar during summer semester 2021 at Freie Universität.
SwiftARlps
Fun with ARKit, sorry for the bad pun 🤭
SwiftPython
Experiments in bridging Swift to Python
tensorflow-recommendation-wals
An end-to-end solution for website article recommendations based on Google Analytics data. The model is based on matrix-factorization using the WALS algorithm, in TensorFlow, trained on Cloud ML Engine. Recommendations are served using App Engine Flex with Cloud Endpoints. Orchestration is performed using Airflow, running on Cloud Composer or GKE.
ThinkComplexity2
Book and code for Think Complexity, 2nd edition