owkin / GrAIdient
GrAIdient is a deep learning framework that aims at challenging the way we train and run models.
☆82Updated 2 weeks ago
Related projects: ⓘ
- Cross-silo Federated Learning playground in Python. Discover 7 real-world federated datasets to test your new FL strategies and try to be…☆195Updated 3 months ago
- Low-level Python library used to interact with a Substra network☆266Updated last week
- A high-level federated learning Python library used to run complex federated learning experiments at scale on a Substra network☆56Updated this week
- ☆71Updated last month
- An open benchmarking platform for medical artificial intelligence using Federated Evaluation.☆142Updated 2 weeks ago
- Hibou: Foundational Models for Pathology☆44Updated last month
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆140Updated 7 months ago
- Electronic Health Record Analysis with Python.☆171Updated this week
- Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datas…☆56Updated last year
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆133Updated this week
- ☆181Updated last year
- Powerful, open-source AI tools for digital pathology.☆249Updated last week
- ☆29Updated 11 months ago
- Morphological profiling using deep learning☆102Updated last month
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆156Updated this week
- Python 3 library for the augmentation & normalization of H&E images☆50Updated 2 years ago
- A tool for rapidly labeling objects using deep learning feature embedding☆26Updated last month
- Benchmarking toolkit for patch-based histopathology image classification.☆37Updated last year
- Multimodal prototyping for cancer survival prediction - ICML 2024☆44Updated this week
- Unsupervised visualization of image datasets using contrastive learning☆114Updated 5 months ago
- Self-Supervised Vision Transformers for multiplexed imaging datasets☆41Updated 2 months ago
- This repository contains the official implementation of the research paper: "Towards Training Large-Scale Pathology Foundation Models: fr…☆20Updated last month
- Python package to compute and visualize a ROC analysis☆28Updated 3 years ago
- Cell Painting Gallery☆62Updated 3 weeks ago
- ☆66Updated this week
- ☆51Updated 6 months ago
- Pretrained model for self supervised histopathology☆105Updated 2 years ago
- HEST: Bringing Spatial Transcriptomics and Histopathology together☆123Updated last week
- Rust bindings for Openslide☆10Updated this week
- Images and other data from the JUMP Cell Painting Consortium☆154Updated last month