Pinned Repositories
ABCPRC
Model fitting using Approximate Bayesian Computation
bennu
Bayesian Estimation of Naloxone Numbers Underreporting
cr0eso
Bayesian SEIR model fitting to multiple facility outbreaks
data-science-lightning-geospatial
Example code for Data Science Lightning talk May 2019
keras-intro
Introduction notebook for the keras library
medical-text-nlp
Tutorial for applying machine learning to text data within healthcare
overdose-model-intro
Introduction to Bayesian hierarchical model of overdoses
R_epidemiology
Introduction to epidemiological modelling using R
sempwn's Repositories
sempwn/medical-text-nlp
Tutorial for applying machine learning to text data within healthcare
sempwn/R_epidemiology
Introduction to epidemiological modelling using R
sempwn/keras-intro
Introduction notebook for the keras library
sempwn/ABCPRC
Model fitting using Approximate Bayesian Computation
sempwn/bennu
Bayesian Estimation of Naloxone Numbers Underreporting
sempwn/overdose-model-intro
Introduction to Bayesian hierarchical model of overdoses
sempwn/cr0eso
Bayesian SEIR model fitting to multiple facility outbreaks
sempwn/data-science-lightning-geospatial
Example code for Data Science Lightning talk May 2019
sempwn/epidemic-model
Simple javascript web tool for understanding an epidemic model on a lattice
sempwn/ethiopia-map
Demo of mapping projections for Lymphatic Filariasis in Ethiopia
sempwn/ethiopia-map2
v2.0 of TRANSFIL lymphatic filariasis model for Ethiopia
sempwn/gamdiffs
Estimation of confidence intervals for GAMs
sempwn/intro_matrices_data_science_talk
Data Science Rounds talk on the transformer architecture - introduction to matrices
sempwn/kaggle-spooky-author
Spooky author kaggle competition
sempwn/kaggle-taxi
Repository for exploration of kaggle competition: New York City Taxi Trip Duration
sempwn/LF-model
Individual-based stochastic simulation of Lymphatic Filariasis infection. The accompanying paper for this model can be found here: http://www.parasitesandvectors.com/content/8/1/547
sempwn/naloxone-needed-to-save
sempwn/python-document-test
Slides and example code introducing how to document and test python.
sempwn/PyTorch-introduction
An introduction to PyTorch
sempwn/sempwn.github.io
personal website
sempwn/spatial-inference
Performing Bayesian inference on a spatial snapshot using a Pseudo-likelihood technique
sempwn/spurious-correlations-ai
website for FHHackathon
sempwn/stats_workshops_2020
Workshop planning for 2020
sempwn/tensorflowjs-example
Test of tensor flow js library capabilities
sempwn/testthat-example
An example file and structure layout for performing testing in R
sempwn/TRANSFIL2
TRANSFIL modelling tool v2.0
sempwn/vaccine-dynamics
Web app to explore the consequences of vaccination
sempwn/west-nile-virus
Kaggle West Nile Virus exploration and prediction
sempwn/words-project
Rails app for KCL words project. Generates d3-based graphs of words generated using user-inputted words and descriptions.
sempwn/zombie-game
Interactive game exploring concepts around epidemiological modelling.