• ⸻ 2026-02-27

Symbolic memory for biological R&D

• Alex Wolf

What should the shared memory layer for agents and humans look like? Will it live in embeddings or in records? A high-level note.

• ⸻ 2024-04-03

MappedCollection: Weighted random sampling from large collections of scRNA-seq datasets

• Sergei Rybakov, Felix Fischer, Maciek Wiatrak, Ilan Gold, Yanay Rosen, Sunny Sun, Chaichontat Sriworarat, Fabian Theis, Jeremie Kalfon, Alex Wolf

A few labs and companies now train models on large-scale scRNA-seq count matrices and related data modalities. But unlike for many other data types, there isn’t yet a playbook for data scales that don’t fit into memory.

• ⸻ 2022-08-29

nbproject: Manage Jupyter notebooks

• Sergei Rybakov, Lukas Heumos, Alex Wolf

nbproject is an open-source Python tool to help manage Jupyter notebooks with metadata, dependency, and integrity tracking. A draft-to-publish workflow creates more reproducible notebooks with context.

• ⸻ 2022-08-27

readfcs: Read FCS files

• Sunny Sun, Alex Wolf

readfcs is a lightweight open-source Python package that loads data and metadata from Flow Cytometry Standard (FCS) files into DataFrame and AnnData objects, allowing users to flexibly use downstream analytical tools.

• ⸻ 2022-07-31

Key problems of data-heavy R&D

• Sunny Sun, Alex Wolf

The complexity of modern R&D data often blocks realizing the scientific progress it promises.

• ⸻ 2022-05-04

Hello world!

• Sunny Sun, Alex Wolf

We just launched lamin.ai as a place for sharing prototypes with our beta customers and collaborators. Over time, we’ll add public releases and use this blog to explain our work.