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ai-ml-applications-on-gadi_computational-biology

ai-ml-applications-on-gadi_parallel-python

ai_science_climate

arm

bayesord

R package for fitting proportional and non-proportional odds ordinal regression models in a Bayesian framework

bayesworkshop2021

block

bns-jt

Reference: Byun J.-E. and Song, J.* A general framework of Bayesian network for system reliability analysis using junction tree. (in review).

book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

cmus

Small, fast and powerful console music player for Unix-like operating systems.

curve_fitting

datasciencecoursera

Data scientist's toolbox

datasharing

The Leek group guide to data sharing

distributed-computing-in-dask

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

effectivepython

Effective Python: Source Code and Errata for the Book

eqrm

Automatically exported from code.google.com/p/eqrm

ex_files_learning_julia

examples-dask

exdata

fatality

generalized-mbn-multi-state

Generalized matrix-based Bayesian network for multi-state systems

github-gm-elm-code

GM-ELM code for random vibration analysis

github-mbn-code

code for Matrix-based Bayesian network (MBN) (Byun et al., 2019)

google-python-excercise

python exercise provided by google

gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

guildford

EQ scenario for guildford

hazimp

Hazard impact assessment tool

hazus

HAZUS data files

ialcce2020-mbn

Codes for numerical example in keynote lecture by Prof. Junho Song in IALCCE 2020 (Title: Risk-informed decision-support for complex infrastructure systems using matrix-based Bayesian network)