All software
CLEAR-IT
CLEAR-IT, a framework for Contrastive Learning to Capture the Immune Composition of Tumor Microenvironments (software, GitHub mirror)
- cell phenotyping
- Contrastive Learning
- deep learning
- + 6
- ("Jupyter Notebook")
- (Markdown)
- (Other)
- + 2
Code accompanying the paper "Universal Value-Function Uncertainties"
Code accompanying the paper "Universal Value-Function Uncertainties"
- deep ensembles
- deep learning
- Exploration
- + 4
Code supporting: DDL-MVS: Depth Discontinuity Learning for MVS Networks
Code supporting: DDL-MVS: Depth Discontinuity Learning for MVS Networks
- 3D reconstruction
- 3D vision
- deep learning
- + 2
- (Markdown)
- (Other)
- (Python)
- + 1
Code supporting: MuVieCAST: Multi-View Consistent Artistic Style Transfer
Code supporting: MuVieCAST: Multi-View Consistent Artistic Style Transfer
- 3D reconstruction
- deep learning
- Image processing
- + 1
- (CSS)
- (HTML)
- (JavaScript)
- + 4
Deep Learning - Educational Material
Deep Learning - Educational Material
- deep learning
- DL Assignments
- Education
- + 2
- ("Jupyter Notebook")
- (Markdown)
- (Other)
diverse-projection-ensembles
Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"
- deep learning
- Distributional Reinforcement Learning
- Exploration
- + 4
- (Markdown)
- (Other)
- (Python)
FluvGAN: Python scripts to test generating and inverting fluvial deposits using GANs
FluvGAN: Python scripts to test generating and inverting fluvial deposits using GANs
- deep generative modelling
- deep learning
- GAN
- + 4
laplace-vrnn
Code underlying the publication: Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
- Bayesian optimisation
- codebase
- deep learning
- + 2
- (Markdown)
- (Other)
- (Python)
- + 2
PPC_code
Code underlying the publication: Anomalous Change Point Detection Using Probabilistic Predictive Coding
- Anomaly detection
- change point detection
- deep learning
- + 2
- (Markdown)
- (Other)
- (Python)
SMZ
Code underlying the publication: VariBASed: Variational Bayes-Adaptive Sequential Monte-Carlo Planning for Deep Reinforcement Learning
- Autonomous Path-Planning
- Bayesian optimization
- deep learning
- + 3
- ("Jupyter Notebook")
- (large-text-file)
- (Markdown)
- + 4
Software underlying PhD thesis: AI in the Sky - Advancing Wildlife Survey Methods in Africa with Deep Learning and Aerial Imagery.
Software underlying PhD thesis: AI in the Sky - Advancing Wildlife Survey Methods in Africa with Deep Learning and Aerial Imagery.
- Artificial Intelligence
- deep learning
- Monitoring
- + 2
- (Markdown)
- (Python)
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
Source code and data for the experiments presented in Deep Reinforcement Learning for Active Wake Control
- active wake control
- deep learning
- Reinforcement learning