Giulia Crocioni
DIANNA
Deep Insight And Neural Network Analysis, DIANNA is the only Explainable AI, XAI library for scientists supporting Open Neural Network Exchange, ONNX - the de facto standard models format.
- Explainable AI
- Image processing
- Machine learning
- + 2
- Jupyter Notebook
- Python
- TeX
DeepRank2
DeepRank2 is an open-source deep learning framework for data mining of protein-protein interfaces or single-residue missense variants. This package is an improved and unified version of three previously developed packages: DeepRank, DeepRank-GNN and DeepRank-Mut.
- Cancer vaccine
- Convolutional Neural Network
- Deep Learning Framework
- + 5
- Python
- Jupyter Notebook
- TeX
- + 1
NeuroGym
NeuroGym is a curated collection of neuroscience tasks with a common interface. The goal is to facilitate the training of neural network models on neuroscience tasks.
- deep learning
- Machine learning
- Neuroscience
- + 3
- Python
NPLinker
Microbial natural products data mining by integrating genomics and metabolomics data
- Data processing
- multi-omics integration
- Python
- Shell
- Makefile
- + 1
Medical Image Processing in Python
This lesson introduces some specifics of medical image processing with popular Python libraries such as SimpleITK, Pydicom and NiBabel. Reconstruction algorithms, image and DICOM anonymization, registration, segmentation, data augmentation and generative AI are covered.
- Image processing
- medical
- radiology