anneal anneal anneal
    • eindir Typed primitives for ND objectives and sampling (used by anneal)
    • rgpycrumbs Chemical physics utilities and visualization
/

Getting started

  • Quickstart
  • Classical Presets
  • Cluster Search
  • Bayesian Pilot and Mixer
  • GLE Colored-Noise Langevin
  • Prerequisites
  • Step 1: Define obj + grad
  • Step 2: Call gle_langevin (the exposed driver)
  • Step 3: The thermostat inside (what the algebra buys)
  • Why this works
  • Polish, Device, and Scale

How-to Guides

  • Installation
  • Decision Tree
  • Three Channels
  • Local polish through rgmin
  • How do I pick between the presets?
  • What is the Bayesian mixer and when does it help?
  • Do I need to supply a gradient?
  • Precision and float16/float32 policy?
  • Reproducibility guarantees?
  • FAQ

Explanation

  • Architecture
  • The five components (signatures)
  • The four laws (plain English)
  • Reuse table (the concrete payoff)
  • How every advanced driver is still just the algebra
  • Bayesian Pilot and Mixer Details
  • GLE Mechanics

Reference

  • Specification
  • Rust API Reference
  • Rust API (anneal-core)
    • Crate anneal_core
      • mod bank_rpc
        • mod client
        • mod server
      • mod Bank_capnp
      • mod Raft_capnp
      • mod Catalog_capnp
      • mod accept
      • mod ace
      • mod adapter
      • mod allocate
      • mod atomistic_hybrid
      • mod bias
      • mod boundary_transport
      • mod calibrate
      • mod campaign
      • mod catalog
        • mod archive
        • mod basin
        • mod calibration
        • mod census
        • mod event
        • mod hyperband
        • mod leave_learn
        • mod lj
        • mod mixing
        • mod molecular
        • mod occupancy
        • mod packing
        • mod signature
        • mod validator
      • mod catalog_policy
        • mod proposal
      • mod catalog_rpc
        • mod client
        • mod mailbox
        • mod server
      • mod compatibility
      • mod construct
      • mod contextual
      • mod cool
      • mod cooperative_search
        • mod ledger
      • mod corekey
      • mod curvature
      • mod decree_bus
      • mod delayed
      • mod descriptor_space
        • mod pullback
      • mod discovery_roster
      • mod diversity
      • mod dos
      • mod error
      • mod exchange
      • mod featomic_hop
      • mod floors
      • mod free_energy
      • mod funnel_bo
      • mod funnel_spectral
      • mod grad
      • mod graphkey
      • mod history
      • mod hmc
        • mod integrator
        • mod momentum
        • mod nuts
        • mod sampler
      • mod hypersphere
      • mod known_basin
      • mod lattice
      • mod laws
      • mod localkey
      • mod md_engine
      • mod methods
        • mod activation
        • mod archive_search
        • mod bank
        • mod cluster_hopping
        • mod cluster_search
        • mod committor_pop
        • mod csa_cluster
        • mod ffs
        • mod floor_exit
        • mod landscape_graph
        • mod minima_hopping
        • mod nested
        • mod neus_bridge
        • mod splice
        • mod two_phase
        • mod additive_independence
        • mod amsa
        • mod bayesian_mixing
        • mod bayesian_pilot
        • mod bfwt
        • mod dmc_population
        • mod feynman_kac
        • mod gle_langevin
        • mod gpmd
        • mod local_polish
        • mod mcmc_sa
        • mod parallel_tempering
        • mod portfolio
        • mod regime
        • mod routing_probe
        • mod sketchmap
        • mod tpe
        • mod tps_shoot
        • mod warm_lbfgs
      • mod minima_db
      • mod minimum_information
      • mod model_hessian
      • mod movekernel
      • mod nd_hybrid
      • mod neigh
      • mod neighbors
      • mod noise_accept
      • mod path
      • mod pes_db
      • mod pes_exploration
      • mod potentials
      • mod quench
      • mod raft
        • mod wire
      • mod region_assignment
      • mod replica_exchange
      • mod residual_field
      • mod ride_execution
      • mod ride_ledger
      • mod run_manifest
      • mod runner
      • mod runtime_distribution
      • mod sampler
      • mod scaling
      • mod screen
      • mod soap
      • mod source_escape
      • mod surface_evidence
      • mod spectral
      • mod structure
      • mod swarm
      • mod symmetrise
      • mod terminate
      • mod transition_graph
      • mod twin
      • mod types
      • mod universal_coverage
      • mod variant
      • mod version
      • mod ffi
      • mod shape
      • mod python
  • Glossary
  • Classical (values only)
  • Pilot and low-discrepancy
  • Polish
  • Advanced drivers
  • Device and ensemble (same kernel)
  • Hamiltonian Monte Carlo (HMC) / quasi-Monte Carlo (QMC) variants (also exposed)
  • Bindings
  • Device backend, ensembles, and noise-aware acceptance
  • Changelog
  • Used By

Development

  • Contributing
  • Release process
  • Best Practices for anneal
  • Code of Conduct
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Contents

  • Changelog

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2026--present, anneal developers

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