Py-holmes: Causal Testing for Deep Neural Networks in Python.
Wren McQuearySadia Afrin MimMd. Nishat RaihanJustin SmithBrittany JohnsonPublished in: SIGSOFT FSE Companion (2024)
Keyphrases
- neural network
- test cases
- pattern recognition
- artificial neural networks
- neural network model
- programming language
- back propagation
- bayesian networks
- causal reasoning
- open source
- causal relationships
- artificial intelligence
- causal models
- reinforcement learning
- test set
- multilayer perceptron
- recurrent neural networks
- neural nets
- graphical user interface
- causal theories
- causal graph
- training process
- feed forward
- software development
- object oriented
- learning algorithm
- genetic algorithm
- machine learning