All software
mcfly
Helps you find a suitable neural network configuration for deep learning on time series.
- auto-ml
- deep learning
- Machine learning
- + 1
- CSS
- HTML
- JavaScript
- + 1
InstaNovo
InstaNovo is a transformer neural network with the ability to translate fragment ion peaks into the sequence of amino acids that make up the studied peptide(s). InstaNovo+ is a multinomial diffusion model that further improves performance by iterative refinement of predicted sequences.
- deep learning
- Machine learning
- mass spectrometry
- + 1
- Makefile
- Python
Code supporting the publication: Can you hear it? backdoor attacks via ultrasonic triggers.
Code supporting the publication: Can you hear it? backdoor attacks via ultrasonic triggers.
- backdoor attack
- deep learning
- Inaudible trigger
- + 3
- Other
- Python
- Shell
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
Code supporting the publication: Going in style: Audio backdoors through stylistic transformations.
- backdoor attack
- deep learning
- Google Speech Commands
- + 4
- Other
- Python
- Shell
Inseq
Interpretability for sequence generation models 🐛 🔍
- deep learning
- Explainable AI
- generative models
- + 2
- Dockerfile
- Makefile
- Python
gammalearn
Deep Learning for Imaging Cherenkov Telescopes Data Analysis
- cta
- deep learning
- Gamma-ray telescopes
- + 1
- Dockerfile
- Python
Code supporting the publication: BAN: detecting backdoors activated by adversarial neuron noise.
Code supporting the publication: BAN: detecting backdoors activated by adversarial neuron noise.
- Adversarial Noise
- Backdoor Defense
- Backdoor Trigger Inversion
- + 3
- JSON
- Jupyter Notebook
- Markdown
- + 3
AstronomicAL
An interactive dashboard for visualisation, integration and classification of data using Active Learning.
- Active Learning
- Classification
- Data Analysis
- + 11
- Python
- TeX
swiftmhc
SwiftMHC is a deep learning algorithm for predicting pMHC structure and binding affinity at the same time.
- deep learning
- Protein-Protein Interaction
- Transformer
- Jupyter Notebook
- Mask
- Python
- + 1
Data and code underlying the publication: Deep learning reveals key predictor of thermal conductivity of covalent organic frameworks
Data and code underlying the publication: Deep learning reveals key predictor of thermal conductivity of covalent organic frameworks
- Covalent organic frameworks
- deep learning
- Thermal conductivity
- + 1
longterm_datasets
Code underlying the publication: "Are current long-term video understanding datasets long-term?"
- computer vision
- deep learning
- Long-term action recognition
- HTML
- Markdown
- Other
- + 2
SlicerIGT
Software toolkit for rapid development of image-guided therapy systems - for minimally invasive medical procedures, where operators rely on computer-generated images rather than direct sight of the target organs.
- 3D Slicer
- deep learning
- Medical image computing
- + 2
- C++
- CMake
- Python