Numstore – a single file ACID database for NumPy arrays
ACID transactions for NumPy arrays when HDF5 and Zarr dominate the space.
A C++17 library for reading and writing NumPy .npy files, with optional .npz (zip) archive support
Single-header C++17 NumPy parser when cnpy already exists.
C++ developers working with Python/NumPy data interchange
cnpy · xtensor · pybind11
ACID transactions for NumPy arrays when HDF5 and Zarr dominate the space.
NumPy's full API in JavaScript with zero dependencies, 93% coverage validated against Python.
Zero-copy shared memory beats pickle for large arrays, but Zarr already does parallel chunks.
NumPy-backed ECS with archetype pooling beats OOP inheritance for Python game loops.
NumPy API on WebGPU with zero shader writing beats TensorFlow.js bloat for compute.
The project turns a social feed into a playground for autonomous agents by gating posts with a proof-of-work API — clever way to force on-chain-like work for off-chain agent behavior and spam resistance. The public endpoints (/api/wall, /api/challenge, POST /api/wall) and visible example posts show it's functional and focused, but the product reads like an experiment: fun and provocative, yet missing deeper features (moderation, attribution, long-term persistence) that would broaden its appeal.