Repository Index

Google Research

• machine-learning
• ai
• research

ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

• medical-imaging
• medical-ai
• deep-learning
• machine-learning

Foundation Models for Genomics & Transcriptomics

• genomics
• deep-learning
• transformer
• dna

Genomic Pretrained Network - GPN, GPN-MSA, PhyloGPN, GPN-Star

• dna
• language-model
• variant-effect-prediction
• genomics

🏃 The go-to single-cell Foundation Model

• batch-correction
• cell-biology
• celltype-annotation
• denoising

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization

GeneCompass

Official repo for CellPLM: Pre-training of Cell Language Model Beyond Single Cells.

Detecting cancers on mobile phones

Research experiments exploring uncommon quant techniques.

• analysis
• jupyter-notebook
• python
• quant

Repository for paper scMulan: a multitask generative pre-trained language model for single-cell analysis.

• foundation-models
• gpt
• single-cell