All software
diverse-projection-ensembles
Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"
- deep learning
- Distributional Reinforcement Learning
- Exploration
- + 4
- (Markdown)
- (Other)
- (Python)
Mangrove_CH_AGB_estimation
Data and code underlying the publication: Estimating canopy height and aboveground biomass in tropical mangrove restoration areas through multisource remote sensing
- forest structure
- Indonesia
- Machine learning
- + 5
- (Markdown)
- (Other)
- (R)
Software: Energy Yield and Lifetime Climate Classification via Machine Learning for Optimizing Photovoltaic Module Design and Materials
Software: Energy Yield and Lifetime Climate Classification via Machine Learning for Optimizing Photovoltaic Module Design and Materials
- Climate classification
- Hierarchical clustering
- Machine learning
- + 2
- (Matlab)
- (Other)
Source code for the paper "Constructing Phylogenetic Networks via Cherry Picking and Machine Learning"
Source code for the paper "Constructing Phylogenetic Networks via Cherry Picking and Machine Learning"
- Cherry Picking
- Heuristic
- Hybridization
- + 2
- (Markdown)
- (Other)
- (Python)
- + 1
source-code-phd-dissertation
Code repository for Ph.D. dissertation "Safer Causal Inference: Theory & Algorithms for Falsification, Trial Augmentation and Policy Evaluation"
- causality
- computer science
- Machine learning
- + 1
- (JSON)
- ("Jupyter Notebook")
- (large-text-file)
- + 4
Stumblemeter: App and MATLAB code
Stumblemeter: App and MATLAB code
- Accelerometer
- gyroscope
- Machine learning
- + 3
thesis-code-mia-mkp
Code supporting the BSc thesis: "The Illusion of Ability: The Poisoned Promise of LLM Performance. An Evaluation of the Min-K% Prob membership inference attack."
- large language models
- Machine learning
- membership inference
- + 2
- (HTML)
- (JSON)
- (large-text-file)
- + 4
xcrisp
Data and code underlying the publication: X-CRISP: Domain-Adaptable and Interpretable CRISPR Repair Outcome Prediction
- CRISPR
- DNA repair
- explainability
- + 3
aiproteomics
Generate and compare deep learning models for generating synthetic mass spectral libraries
- Machine learning
- mass spectrometry
- phosphoproteomics
- + 1
- ("Jupyter Notebook")
- (Python)
- (Shell)
AttentionLayer.jl
Implements the Attention mechanism in Julia as a modular Lux layer
- Julia Package
- Machine learning
- Scientific machine learning
- (Julia)
bird-cloud-gnn
bird-cloud-gnn is a Python package that helps generate a graph representation from point cloud data and fits graph neural networks for classification problem
- Classification
- Graph Neural Network
- Machine learning
- + 2
- (Python)
cleanX
CleanX is an open-source python library for exploring, cleaning and augmenting large datasets of X-rays, or certain other types of radiological images.
- Image processing
- Machine learning
- (Dockerfile)
- ("Jupyter Notebook")
- (Python)
- + 3