Mastering Diverse Domains through World Models
Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, JAX, Warp Markers, and JUCE processors
Reconstruct 3D meshes from images with several open-source models and score which did it best.
Turn any android phone into Desktop class experience including full linux environment without root
A general-purpose engine for large-scale, repeated information gathering by a fleet of workers.
A map of modern time-series forecasting architectures, each with a short README and runnable code.
Accuracy, latency p95, and cost benchmarking for model-based solutions, with per-field ground-truth scoring.
STEPQuant: When and Where Errors Matter in Delta-Rule Recurrent State Quantization
Give an LLM eyes on a video without blowing the context window: ffmpeg frame sampling at a chosen resolution, token estimates per model family, budget fitting, contact sheets.
Dreamer is a self-hosted Platform-as-a-Service (PaaS) that enables developers to deploy applications with automatic builds, hosting, wildcard subdomain routing, and cloud-native infrastructure management.
Build world models from scratch β from perception and latent dynamics to planning, JEPA, VLA, and 3D/4D intelligence.