Show ONLY these Collection Types:
Show ONLY these Licence Types:
Show ONLY these Categories:
Show ONLY these People:
Show ONLY these Projects:
Showing results for: [ Mathematical Sciences ]
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation with stochastic gradient variational Bayes inference.
License: Apache 2.0
Legacy data - Data61 Engineering and Design - Published 02 Oct 2017
Eagle is an R package for genome-wide association mapping
Statistical Learning Group - Operating Cost - Genome-wide association mapping - Published 26 Sep 2017
Example input files suitable for analysis by Eagle. The data were obtained from a large genome-wide association study (GWAS) performed in outbred mice and published on the Heterogeneous Stock Mouse we... moreb site. The data were reorganized to make it suitable for input into Eagle.
Acquired - Mouse Genome-wide Association Study Data - Published 24 May 2017
This is an application of the Spark framework configured for interactive use through a graphical user interface on a personal computer.
Design, validate and employ custom fire propagation models, usi... moreng Spark’s computational fire-front propagation solver. Incorporate any number of modules specifically designed for wildfire spread, including readers and writers for geospatial data and a wide range of visualisations and tools to analyse the resulting data.less
Natural Hazards and Infrastruture - Spark GUI demo - Published 03 Mar 2017
This is an application of the Spark framework configured for command-line use on a server.
Design, validate and employ custom fire propagation models, using Spark’s computational fire-front propagati... moreon solver. Incorporate any number of modules specifically designed for wildfire spread, including readers and writers for geospatial data and a wide range of visualisations and tools to analyse the resulting data.less
Natural Hazards and Infrastruture - Spark Batch Demo - Published 03 Mar 2017
WAVES software, ancillary programs, default data files
Legacy data - Modelling - Published 27 Jul 2016
A csv file containing the tidal frequencies used for statistical analyses in the paper "Estimating Freshwater Flows From Tidally-Affected Hydrographic Data" by Dan Pagendam and Don Percival.
Legacy data - Data Used for Developing Statistical Methods - Published 13 Oct 2014
An RData file containing the synthetic data time series used for statistical analyses in the paper "Estimating Freshwater Flows From Tidally-Affected Hydrographic Data" by Dan Pagendam and Don Perciva... morel. This RData is provided for transparency and ease of comparison to other statistical methods.less
LITRES-2 software and documentation.
Acquired - Public transport operations and modelling - Published 30 Sep 2014
These four NetCDF databases constitute the bulk of the spatial and spatiotemporal environmental covariates used in a latent health factor index (LHFI) model for assessment and prediction of ecosystem ... morehealth across the MDB. The data formatting and hierarchical statistical modelling were conducted under a CSIRO appropriation project funded by the Water for a Healthy Country Flagship from July 2012 to June 2014. Each database was created by collating and aligning raw data downloaded from the respective state government websites (QLD, NSW, VIC, and SA). (ACT data were unavailable.) There are two primary components in each state-specific database: (1) a temporally static data matrix with axes "Site ID" and "Variable," and (2) a 3D data cube with axes "Site ID", "Variable," and "Date." Temporally static variables in (1) include geospatial metadata (all states), drainage area (VIC and SA only), and stream distance (SA only). Temporal variables in (2) include discharge, water temperature, etc. Missing data (empty cells) are highly abundant in the data cubes. The attached state-specific README.pdf files contain additional details on the contents of these databases, and any computer code that was used for semi-automation of raw data downloads.less
TECO 1136.5 Spacio-temporal modelling - Environmental covariates for modelling MDB ecosystem health - Published 10 Sep 2014
Data including .lp files of models solved, specifics on the network modeled as well as solution files and logs for work with a paper based on the STRLP.
Legacy data - Single Track Railway Line Problem Data - Published 28 Aug 2014
The data in xml format provides instances for resource constraint scheduling problems. To understand the problem, it is recommended to read one of the publications attached to these datasets.
Supply Chain Optimisation - Strategic - High performance algorithm development - Published 03 Oct 2012