Generative chemistry: drug discovery with deep learning generative models.
Yuemin BianXiang-Qun XiePublished in: CoRR (2020)
Keyphrases
- deep learning
- drug discovery
- generative model
- unsupervised learning
- probabilistic model
- discriminative models
- discriminative learning
- em algorithm
- machine learning
- generative and discriminative models
- semi supervised
- weakly supervised
- expectation maximization
- restricted boltzmann machine
- discriminative methods
- prior knowledge
- deep belief networks
- topic models
- conditional random fields
- mental models
- data mining
- object categories
- learning process
- pairwise
- learning algorithm