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wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers
quantum_chem: a molecule's ground state by DMRG from its FCIDUMP integrals.
- The second-quantised Hamiltonian lives on spin-orbital sites (alpha and
  beta side by side) via Jordan-Wigner, and compiles exactly into an MPO
  through OpSum. A sector penalty costs no bond, because its terms merge with
  the Coulomb ones.
- DMRG starts from Hartree-Fock with complete bases and keeps them complete
  (cutoff 0). With a positive cutoff it stalled at Hartree-Fock (Brillouin)
  or at the state's own rank.
- Full CI by direct CI over alpha/beta strings is the referee; it matches an
  independent program to 1e-9.
- Results: LiH and H2O reach full CI to 1e-13 in one sweep. N2 (20 spin
  orbitals) at bond 64 comes within 3.6e-4.

quantum_nqs: neural quantum states.
- Spin models on any graph, with exact diagonalisation and an OpSum form for
  DMRG.
- A real RBM with Marshall's sign; variational Monte Carlo by Metropolis
  chains or exact enumeration.
- Stochastic reconfiguration, solved in parameter or sample space, which
  give the same step.
- Results: 4x4 Heisenberg comes within 4.6e-4 of exact diagonalisation, and
  the critical 4x4 Ising model within its error bar. On 6x6 it meets DMRG
  at 3.6e-3, still descending.

DMRG's Lanczos now stops on the Ritz residual estimate, which re-pinned
DMRG. New pins chemistry_by_dmrg and neural_quantum_states pass natively and
under wasm32-wasip2. The CLI gains chem and nqs, byte-identical under WASI.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
2026-10-05 16:15:50 -04:00
..
audio_scene wai: on-chip counters and calibrated instruments are separate energy classes, and every joule-carrying receipt can say which 2026-09-29 01:27:37 -04:00
bin wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
codecs wai: is_enhancement_layer reads the admission table; a test reads §4.2 and A.6 2026-10-04 20:29:32 -04:00
energy_figure wai-rs: a wai.video.int_motion receipt identifies its WIV1 payload 2026-10-01 12:35:37 -04:00
film wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
haptic wai: on-chip counters and calibrated instruments are separate energy classes, and every joule-carrying receipt can say which 2026-09-29 01:27:37 -04:00
int_payload wai: the reference sink applies the declared cost before decoding 2026-10-01 22:31:18 -04:00
jwp_delivery wai-rs: hoist the JWP object content hash into jwp_hash 2026-10-01 10:26:09 -04:00
key_log wai-rs: hoist the JWP object content hash into jwp_hash 2026-10-01 10:26:09 -04:00
neural wai: an unpinned decode reads its set once and is checked by every identity 2026-10-01 23:08:03 -04:00
score wai: on-chip counters and calibrated instruments are separate energy classes, and every joule-carrying receipt can say which 2026-09-29 01:27:37 -04:00
splat4d wai: on-chip counters and calibrated instruments are separate energy classes, and every joule-carrying receipt can say which 2026-09-29 01:27:37 -04:00
staged wai: the record budget is counted alike by every sink 2026-10-05 00:50:50 -04:00
world wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
build_info.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
c2pa_emit.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
claim_receipt.rs wai-rs: hoist the JWP object content hash into jwp_hash 2026-10-01 10:26:09 -04:00
claim_text.rs wai: typed receipt classes and the soft binding class, reading OER through the OER module 2026-09-30 01:42:45 -04:00
container.rs wai: WAI2 explodes entry by entry, pack checks its own round trip, names are unique 2026-10-04 20:13:25 -04:00
container_explode.rs wai: WAI2 explodes entry by entry, pack checks its own round trip, names are unique 2026-10-04 20:13:25 -04:00
energy_binding.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
energy_burst.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
energy_class.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
energy_figure.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
energy_meter.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
energy_report.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
ffi.rs wai: the reference sink applies the declared cost before decoding 2026-10-01 22:31:18 -04:00
ffi_codecs.rs wai: the parameter-set pin, component identity, pin-aware selection 2026-10-01 05:51:50 -04:00
ffi_neural.rs wai: an encrypted envelope is inert at the reference dispatchers 2026-10-01 22:50:58 -04:00
float_repro.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
generate.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00
int_audio.rs wai: the declared cost counts the networks' multiply-accumulates 2026-10-01 22:22:38 -04:00
int_entropy.rs wai: the rANS encoder writes the bypass escape; an integer CDF from a histogram 2026-10-01 23:41:45 -04:00
int_hyper_synth.rs wai: the declared cost counts the networks' multiply-accumulates 2026-10-01 22:22:38 -04:00
int_kernels.rs wai-rs: hold the fast integer kernels to the JPEG AI decode path's math-library guard 2026-09-28 18:44:11 -04:00
int_mlicpp.rs wai-rs: typed, checked integer decoders that the JSON forms are read into 2026-10-01 12:19:42 -04:00
int_splat.rs wai: the declared cost counts the networks' multiply-accumulates 2026-10-01 22:22:38 -04:00
int_synth.rs wai-rs: typed, checked integer decoders that the JSON forms are read into 2026-10-01 12:19:42 -04:00
int_transform.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00
int_transformer.rs wai-rs: fast integer decode kernels that give the same integer for every output 2026-09-28 18:43:42 -04:00
int_video.rs wai: the debug JSON readers refuse instead of panicking 2026-10-01 21:10:41 -04:00
int_world.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00
jpegai_bitstream.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
jpegai_decode.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
jpegai_icci.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
jpegai_mans.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
jpegai_pipeline.rs wai-rs: the JPEG AI exact decoder calls no platform math library, and its output is pinned 2026-09-28 18:30:35 -04:00
jpegai_synthesis.rs wai-rs: fast integer decode kernels that give the same integer for every output 2026-09-28 18:43:42 -04:00
jwp_delivery.rs wai-rs: hoist the JWP object content hash into jwp_hash 2026-10-01 10:26:09 -04:00
jwp_hash.rs wai-rs: hoist the JWP object content hash into jwp_hash 2026-10-01 10:26:09 -04:00
key_log.rs wai: a granted listing authorises only the files it names 2026-10-01 22:14:48 -04:00
lib.rs wai-quantum 0.3.36: molecules and neural quantum states, held to exact answers 2026-10-05 16:15:50 -04:00
oer.rs wai: typed receipt classes and the soft binding class, reading OER through the OER module 2026-09-30 01:42:45 -04:00
ort_session.rs wai/neural: the strict gate reads only dispatchable capabilities; a pinned model keeps no tensor outside the verified bytes 2026-10-01 08:53:25 -04:00
pin.rs wai: an unpinned decode reads its set once and is checked by every identity 2026-10-01 23:08:03 -04:00
provenance.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
quantum_envelope.rs wai: the parameter-set pin, component identity, pin-aware selection 2026-10-01 05:51:50 -04:00
rans.rs wai: the rANS encoder writes the bypass escape; an integer CDF from a histogram 2026-10-01 23:41:45 -04:00
receipt_pins.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
reconstruction_binding.rs wai: state what each determinism tier guarantees, and make replicate mean it 2026-09-28 18:25:52 -04:00
semantic.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00
signer_id.rs wai: key discovery, signing authority and module revocation 2026-10-01 07:12:20 -04:00
ternary.rs wai: the rANS encoder writes the bypass escape; an integer CDF from a histogram 2026-10-01 23:41:45 -04:00
ternary_receipt.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
video_receipt.rs wai: receipt decode refusals are codes; the Python decode allocates as it goes 2026-10-01 21:15:43 -04:00
wai_video_channel.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
wai_video_keys.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
wai_video_manifest.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
wai_video_package.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
wai_video_policy.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00
wai_video_ssai.rs wai: energy reports, labelled JWP leaves and what signatures cover 2026-10-01 06:37:25 -04:00
world_model.rs wai: one registry table, candidate capabilities, public-text checks 2026-09-30 22:38:09 -04:00