Recent Stars

Go bindings exposing Apple Virtualization.framework for Linux and macOS VMs on Apple silicon

It wraps the framework's VIRTIO device model, EFI boot loaders, Rosetta support, and Virtio socket APIs behind idiomatic Go types that require only an entitlements-signed binary on macOS 11+. The library fills a narrow but recurring need for Mac-hosted virtualization in tooling and container runtimes yet duplicates existing Objective-C and Swift usage patterns rather than introducing new primitives.

Single-file React frontend for chatting with llama.cpp, Kobold, and OpenAI-compatible LLMs

It bundles React components, session storage, memory injection, world info, logit bias, token probabilities, and multiple backends into one portable HTML file that runs offline or from any web server. The approach refines an already common pattern of local LLM UIs rather than introducing new primitives, so adoption stays limited to hobbyists and power users who value zero-install convenience over richer platforms.

Rust crate supplying reusable building blocks for Loom multiverse interface implementations

Intended for inclusion via git submodules, the library exposes lightly tested primitives and an unstabilized API aimed at Loom-based constructions. The effort applies familiar abstraction patterns to a narrow speculative interface concept whose audience remains limited to researchers pursuing multiverse modeling rather than general systems programming.

Adaptive latent world model performing closed-loop test-time adaptation inside model predictive control

AdaJEPA executes an action chunk, observes the resulting transition, and performs one gradient step of self-supervised adaptation on the JEPA encoder and predictor before replanning. The technique targets goal-conditioned planning under distribution shift and appeals primarily to researchers building world-model agents rather than general ML practitioners.

JavaScript math library with expression parser supporting big numbers, complex values, matrices, units, and symbolic computation

It implements typed functions via dependency injection to enable seamless mixed-type operations across immutable factory-created instances that run in browsers or Node. The approach refines an established pattern for extensible math tooling rather than introducing a new paradigm, appealing mainly to scientific and engineering developers who need richer capabilities than the native Math object.

Conditional image generator driven by simulated populations of coupled Kuramoto oscillators

It implements phase synchronization dynamics inside a plain PyTorch reference model that ships independent training pipelines and pretrained checkpoints for CIFAR-10 and ImageNet-64. The dynamical-systems substrate is novel relative to diffusion or adversarial generators and could interest researchers exploring analog or physical AI hardware, yet remains too specialized for broad developer adoption.