Fabian Valka's repositories
atc-reinforcement-learning
Reinforcement learning for an air traffic control task. OpenAI gym based simulation.
AviatorsBot
Telegram bot for METAR and TAF weather update subscriptions for pilots
covid19-austria-omicron
Multinomial, quasibinomial and epidemia based models for analyzing the growth of the COVID-19 Omicron (B.1.1.529) variant in Austria
icon-skewt-plot
Plots skew-T log-P diagrams from DWDs ICON weather model
aviators-desk-clock
Desk clock for pilots showing the current time in UTC, local time as well as BCMT and ECET.
covid19model
Code for modelling estimated deaths and cases for COVID19.
voicecontrol
Super flexible, custom voice mail and call routing for Twilio controlled by a Telegram bot control interface using Google Speech to Text
atc-reinforcement-learning-sagemaker
Training for the atc-reinforcement-learning project an AWS SageMaker
AviatorsBot-E2E-Testing
End to end test suite for AviatorsBot
covid-austria-age-heterogenity
Exploration of the age heterogenity in new COVID 19 cases in Austria
covid19-austria-excess-mortality
Age structured model for estimation of excess mortality during the covid19 pandemic in Austria.
covid19-multinomial-ba2
Bayesian Multinomial GLMM Exploration of BA.2 Proportion
covid19model-docker-base
Docker base image for the COVID-19 model of the MRC at the Imperial College London
covid19model-shipyard
Shipyard configuration for running the covid19model on Azure batch / HPC
github-deploy
Docker image for deploying a directory to a GitHub branch.
global-lmic-reports-orderly
COVID-19 forecast reports for LMICs
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
r_estimate
Estimation of COVID 19 R_t,tau for Austria
Vue2Leaflet
Vue 2 components for Leaflet maps