TATi-Thermodynamic Analytics ToolkIt: TensorFlow-based software for posterior sampling in machine learning applications.
Frederik HeberZofia TrstanovaBenedict J. LeimkuhlerPublished in: CoRR (2019)
Keyphrases
- machine learning
- data mining
- software development
- pattern recognition
- software architecture
- sample size
- data analysis
- knowledge discovery
- learning analytics
- software tools
- software maintenance
- artificial intelligence
- probabilistic model
- bayesian framework
- gaussian process
- monte carlo
- computer systems
- markov chain monte carlo
- software systems
- model selection
- posterior distribution
- big data
- machine learning algorithms
- parameter estimation
- user interface
- bayesian networks
- computer vision
- text classification
- experimental data
- data management
- learning tasks
- source code
- natural language processing
- information extraction
- knowledge representation
- learning algorithm
- visual analytics
- predictive modeling