Genelibs
To help researchers who are unfamiliar with programming make full use of the latest gene databases and research information, we built a next-generation database analysis platform.
By combining big-data analysis with gene technology and integrating major international public databases, we help researchers mine data more effectively — truly transforming the traditional "literature-plus-experiment" workflow.
Built on precise AI algorithms, the platform provides cutting-edge analysis methods for predicting cell signaling pathways, disease diagnosis, and more — accelerating your research.
Data mining now takes just three steps: 1) query databases by gene; 2) localize and preprocess the data; 3) choose a suitable method and run the analysis.
Genelibs Data Intelligence Platform: Technical Architecture
Building on years of bioinformatics research, we integrate AlphaFold attention, Transformer modeling, and diffusion models into three core breakthroughs:
A self-supervised gene domain prediction system using multi-head attention to capture long-range residue interactions, resolving transcription factors at single-base resolution;
A Transformer-XL multi-omics engine that overcomes CNN receptive-field limits, pinpointing differential expression in single-cell data;
A diffusion-model molecular generation platform with contrastive learning for drug-target discovery, boosting virtual screening efficiency by over 60%.
Beyond traditional statistics, these tools decode latent features of gene sequences — from disease subtyping to drug design, from epigenetic networks to protein interactions.
Application Development
We embrace openness in applying data — most of our algorithms are open source and free for everyone to use.
Data is not truly valued when it merely becomes a report; only by collecting and sharing it can data shine.
By building data applications, we let everyone share the benefits of AI and big data — and gain considerable value in return.
Whether you're at a PC in the lab, on your phone in the field, or using a tablet for a product demo — whatever display or application mode you need, we can deliver it effortlessly and maximize the value of your data.
