fix(coins): score full hit community instead of only valid answers

docs(deploy): refresh for the post-launch deployment iteration

fix(deploy): harden container runtime and unify research / checkpoint roots

build(deps): add transitive research deps and rust-accelerated transfer

fix(coins): wrap experiment.prepare() with shm and dim-expansion patches

fix(backend): skip ModelRegistry init for django management commands

fix(graphgen): symmetrize E before final discrete-graph collapse

docs: add technical documentation set

feat(frontend): use relative API base URL for same-origin deploy

feat(backend): rewire for hugging face spaces deployment

fix(coins): redesign query graph for legibility and floating dropdowns

feat(frontend): wire kganomaly and multiproxan demos into nav and home

feat(multiproxan): add graph-generation demo UI

feat(kganomaly): add diffusion-based KG denoising demo UI

feat(frontend): add shared SSE and progress-display components

feat(multiproxan): stream graph-generation progress and refine comm20 render

feat(kganomaly): add streaming denoising backend with KG-likelihood metric

feat(coins): add sample-query endpoint and resolve Freebase MIDs to names

fix(coins): rebuild machines array when cached .npz has wrong length

feat(coins): add interactive query builder and reasoning dashboard

feat(404): randomise between core design and jolie lara croft stills

feat(frontend): bootstrap vue+semantic site with homepage and cv page

feat(coins): add optional seed param and label fields to sample-triples

fix(research): drop remaining wandb calls and qualify kg imports

feat(kg-anomaly): add correct/continue endpoints with SSE streaming

docs(postman): add thesis-optimal multiprox params and force-unlock endpoint

fix(coins): create tensors on model device instead of CPU

feat(graphgen): implement generate and continue endpoints with SSE streaming

fix(research): remove wandb dependency and guard optional imports

Implement COINs predict endpoint

Fixes

Implement backend discovery endpoints

Implement API skeleton

Handle checkpoints

Initial commit - add source files from research repos