GitHubAdded 12 Oct 2026
Curated by Allbio.AI
Design protein sequences from structures with ProteinMPNN
Run ProteinMPNN on example protein backbones, generate sequences, and explore fixed residues, chain selection and symmetry constraints.
Tutorials
Practical AI for life science teams.
Step-by-step guides on prompting, workflows, and integrations — written by us or contributed by the community. Click any tutorial to read the full walkthrough. You can also submit your own or a link to a useful one.
Source
Sort
topics
Level
scvi-tools documentationAdded 12 Oct 2026
Curated by Allbio.AI
CITE-seq analysis with totalVI
Follow a Python workflow to jointly model RNA and surface-protein measurements from CITE-seq data with totalVI, then explore latent representations and differential expression.
DeepChemAdded 12 Oct 2026
Curated by Allbio.AI
Generating Molecules with MolGAN
Train a molecular graph GAN on Tox21 compounds, generate molecular structures, and filter and visualize the results with RDKit.
Hugging FaceAdded 12 Oct 2026
Curated by Allbio.AI
Predicting the Effects of Mutations on Protein Function with ESM-2
Use ESM-2 to score protein sequence variants, visualize mutation scores as heatmaps, and process mutation tables with a command-line script.
DeepChemAdded 12 Oct 2026
Curated by Allbio.AI
The Basic Tools of the Deep Life Sciences
Learn to load molecular data, train a graph convolutional model, and evaluate solubility predictions with DeepChem.
By Allbio.AI TeamUpdated 23 Sep 2026
Preparing for a biotech conference or CRO/CDMO meeting with AI
Use public information to build a briefing on a company, draft the technical questions worth asking, and set up a note structure — with a verification step before you walk into the room.
By Allbio.AI TeamUpdated 23 Sep 2026
Explaining your research in plain language to non-scientists
Turn a technical abstract into a briefing your business development, investor relations, or patient-facing colleagues can actually use — with a jargon-swap table and a check that nothing got stronger in translation.
By Allbio.AI TeamUpdated 23 Sep 2026
Writing figure captions and lab-meeting slide narratives with AI
Describe a result in plain words and have AI draft a caption that states the method, the sample size and what the figure shows — plus a three-sentence narrative for the slide, with guardrails against overstating the effect.
By Allbio.AI TeamUpdated 23 Sep 2026
Comparing antibody and reagent datasheets with AI
Turn two public vendor datasheets into a side-by-side comparison table — host, clonality, validated applications, species reactivity, citations — with a verification pass before you order anything.
By Allbio.AI TeamUpdated 23 Sep 2026
Which public bio database should I search? Using AI to route your question
A beginner guide to picking between PubMed, UniProt, NCBI Gene, GEO, ChEMBL/PubChem and ClinicalTrials.gov — and using AI to turn a plain-English question into the right search terms.
By Allbio.AI TeamUpdated 23 Sep 2026
Analyzing lab and fermentation data with Copilot in Excel
A walkthrough for using Microsoft Copilot in Excel to plot, summarize, statistically compare, and do simple predictive modeling on lab or fermentation datasets — all with plain-English prompts.
By Allbio.AI TeamUpdated 23 Sep 2026
Safer AI use at work: what to share and what to keep private
A practical, non-legal starter guide for using AI tools at a bio company without leaking IP, PHI, or unpublished data.
Suggest a tutorial topic
What would you like to see a step-by-step guide on? We commission and co-author the most requested topics with practitioners.