Categories

Structure prediction, protein design and biological foundation models — from AlphaFold-class co-folding to DNA and protein language models.

Alignment, variant calling, quantification and sequence search for short- and long-read data.

Analysis frameworks, probabilistic models and atlases for single-cell and spatial omics.

Segmentation, visualization and quantitative analysis of microscopy images at any scale.

Reproducible, portable pipelines that scale from a laptop to HPC clusters and the cloud.

Battle-tested programming libraries for parsing, manipulating and analysing biological data.

Visualize, search, compare and simulate macromolecular structures — experimental or predicted.

Small-molecule toolkits, docking, binding affinity and molecular simulation for drug discovery.

Laboratory information management and electronic lab notebooks to track samples, protocols and results.

Program liquid handlers and robots in code, or run experiments remotely in cloud labs.

Open knowledgebases for sequences, structures, expression and chemistry — the training data of modern biology.

Design primers, plasmids and CRISPR guides, and source reagents for the bench.