Pinned Repositories
abc_R
ABCRFtutorial
A Beginners Guide to Approximate Bayesian Computation in Population Genetics
Approximate_Bayesian_Computation_ABC
Linear Regression using ABC
bayesCT
Adaptive Bayesian Clinical Trial
BayesHMM
Full Bayesian Inference for Hidden Markov Models
bayesian-data-analysis-course
My notes and work for the Bayesian Data Analysis course taught by Aki Vehtari.
bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
Bayesian_Statistical_Modeling_with_Stan_R_and_Python
Kentaro Matsuura (2023). Bayesian Statistical Modeling with Stan, R, and Python. Springer, Singapore.
Bayesian_tutorial
Tutorial on Bayesian phylogenetic analysis
BayesianMultigroupCircularData
barneytotos's Repositories
barneytotos/intro-to-r-for-clinical-data-rmed2022
Introduction to R for Clinical Data for the R/Medicine 2022 Virtual Conference
barneytotos/IBM-Data-Science-Professional-Certification
Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.
barneytotos/Computational_statistics_with_Python
This repository contains material for the Computational Statistics with Python course held in Madrid 4-8/7/2022
barneytotos/Coursera_IBM-Data-Analyst-Professional-Certificate_OP
Quizzes & Assignment Solutions for IBM Data Analyst Professional Certificate on Coursera. Also included a few resources on side that I found helpful.
barneytotos/course_computational_bayesian_statistics
barneytotos/EM-Algorithm
Expectation-Maximization Algorithms for Coefficient Estimation on Truncated/Censored Data
barneytotos/tufte-latex
A Tufte-inspired LaTeX class for producing handouts, papers, and books
barneytotos/Coursera-IBM-Data-Analyst
IBM Data Analyst Professional Certificate
barneytotos/MonashThesis
Monash PhD thesis template
barneytotos/tufte-css
Style your webpage like Edward Tufte’s handouts.
barneytotos/IBM-data-analyst-professional
Capstone projects of the IBM Data Analyst Professional
barneytotos/R-Programming-for-Data-Science
A great Coursera specialization from John Hopkins University based on R programming language. This repository contains a step by step to implement a Data Science project: Data Preprocessing, Data Exploratory Analysis, DAta Visualization, Data Cleaning, Statistical Analysis, and Machine Learning models.
barneytotos/mayinstitute2021-intro-to-r-for-beginners
May Institute 2021 – Introduction to R for Beginners
barneytotos/pu-learning
Pytorch implementation of risk estimators for unbiased and non-negative positive-unlabeled learning
barneytotos/Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
barneytotos/business-analytics-and-mathematics-python-book
Advanced Business Analytics and Mathematics with Python (by @firmai)
barneytotos/tidybayes
Bayesian analysis + tidy data + geoms (R package)
barneytotos/LEMMA
Local Epidemic Modeling for Management & Action (LEMMA)
barneytotos/covid-19-data
Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data
barneytotos/covid19model
Code for modelling estimated deaths and cases for COVID19.
barneytotos/KU-Computational-Statistics-course
This repository includes my assignments for the Computational Statistics course at KU.
barneytotos/DiseaseTransmissionModels
barneytotos/COVID_interventions
See ReadMe for details!
barneytotos/COVID19_vaccine_bayesian_approach
A Bayesian Analysis to COVI19 vaccine
barneytotos/Computational_Statistics_CourseWork
barneytotos/intro_bayesian_causal
Repository for Introduction to Bayesian Estimation of Causal Effects
barneytotos/House-Price-Predictor
This project consists of use of TensorFlow and various libraries in Jupyter Notebook, to analyze house price data set, to make and train a neural network model of certain architecture, so as to make further predictions. This required basic understanding of Machine Learning and various Python Tools.
barneytotos/Coursera-Machine-Learning
Coursera Machine Learning - Python code
barneytotos/seir-covid19
barneytotos/covid-19_nosocomialtransmission