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  • šŸ‘‹ Hi, Iā€™m Mehrdad!
  • šŸ‘€ Iā€™m a programmer, data scientist and a machine learning fanatic!
  • šŸŒ± I am also actively looking for my first full-time job!
  • šŸ“« Please check out my website to learn more about my projects, experiences, and contact info.

mehrdadfazli's Projects

chapter_ifmethods icon chapter_ifmethods

Code for the chapter "Iterated filtering methods for Markov process epidemic models"

covid-seir icon covid-seir

Implementing a compartmental model to facilitate early detection and prediction of a peak in COVID-19 cases

covid-seir-1 icon covid-seir-1

A stochastic epidemiological model that supplements the conventional reported cases with pooled samples from wastewater for assessing the overall SARS-CoV-2 burden at the community level.

deeplearning-covid19-wastewater icon deeplearning-covid19-wastewater

COVID-19 forecasting using Deep Learning. Two convolution-based and transformer-based DL architectures were applied to daily COVID-19 incidence data as well as wastewater viral load and socio-economic data.

git-intro icon git-intro

uva library workshop on introduction to git and github

gnnetworkingchallenge icon gnnetworkingchallenge

RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)

hhar-net icon hhar-net

Applying a hierarchical Deep Learning to sensor stream data collected from smartphones and smartwatches to recognize the activity of users.

ml-overview icon ml-overview

An overview of the basic ML algorithms and their use cases via Scikit-Learn package in Python

naps-fusion icon naps-fusion

This is a repository for the implementation of the Naive Adaptive Probabilistic Sensor Fusion on Python

pyds icon pyds

A Python library for performing calculations in the Dempster-Shafer theory of evidence.

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