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Imperial College London
- https://valegiunchiglia.github.io/personal_website/
- @valegiunca
Stars
Democratizing AI scientists with ToolUniverse
Pantheon-CLI, our first release of PantheonOS, the AgentOS that re-imagines Science
A python library for multi omics included bulk, single cell and spatial RNA-seq analysis.
Arc Virtual Cell Atlas
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
Pathology Foundation Model - Nature Medicine
UCE is a zero-shot foundation model for single-cell gene expression data
ProCyon: A multimodal foundation model for protein phenotypes
SPECTRA: Spectral framework for evaluation of biomedical AI models
scCIPHER: Contextual deep learning on single-cell-enriched knowledge graphs in neurological disorders
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Contextual AI models for single-cell protein biology
Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science
Harmonization tools for multi-site neuroimaging analysis. Implemented as a python package. Harmonization of MRI, sMRI, dMRI, fMRI variables with support for NIFTI images. Complements the work in Ne…
Precision Medicine Knowledge Graph (PrimeKG)
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Machine Learning for Neuroscience Module, Spring 2023 (https://www.imperial.ac.uk/study/courses/postgraduate-taught/translational-neuroscience/)
🍇 GRAPE is a Rust/Python Graph Representation Learning library for Predictions and Evaluations
RCDS Introduction to Julia 3-day Course
Python library to handle Gene Ontology (GO) terms
Software "Disease_ontologies_for_knowledge_graphs" - a knowledge base solution that uses Grakn core and disease ontologies cross-references to allow easy switch between ontology hierarchies for dat…