#constraints

  1. comemo

    Incremental computation through constrained memoization

    v0.5.1 209K #memoization #constraints #tracked
  2. llguidance

    Super-fast Structured Outputs

    v1.7.5 36K #grammar #token-parser #structured-outputs #constraints #output #json-format
  3. pldag

    A DAG-based combinatorial-model framework

    v5.0.1 #modeling #constraints #ilp #combinatorics #milp
  4. shapes-cli

    Shapes Specification CLI — structured intent, constraints, and boundaries for software projects

    v0.4.0 #shape #constraints #specification #intent #ai-agents
  5. xgrammar

    Rust bindings for XGrammar

    v0.4.2 235K #bindings #constraints #build #memory-safety
  6. propagators-chirho

    propagator networks for constraint propagation and bidirectional computation

    v0.3.0 #propagator #interval-arithmetic #constraints #bidirectional #csp
  7. oxirs-shacl

    SHACL Core + SHACL-SPARQL validator for RDF data validation

    v0.3.0 #rdf #shacl #constraints #validation
  8. grb

    API for Gurobi optimizer

    v3.0.1 #mip #simplex #constraints #optimization
  9. mqdb-core

    Core types, storage, schema, and protocol for MQDB

    v0.7.0 #encryption #database #vault #schema-validation #constraints #encryption-key #cascade #foreign-keys #key-field #field-value
  10. chronologic

    Time constraint reasoning (scheduling...)

    v0.7.12 410 #time-constraint #constraints #reasoning #time
  11. flux-lucid

    Unified constraint theory ecosystem — CDCL, LLVM, AVX-512, GL(9) consensus, 9-channel intent

    v0.1.6 #constraints #llvm #consensus #holonomy #safety
  12. dodecet-encoder

    A 12-bit dodecet encoding system optimized for geometric and calculus operations

    v1.1.0 #dodecet #constraints #geometry #eisenstein
  13. flux-isa

    FLUX Instruction Set Architecture — stack-based constraint compilation VM with bytecode encoding

    v0.1.2 #isa #flux #bytecode #vm #constraints
  14. aprender-present-core

    Core types and traits for Presentar UI framework

    v0.33.0 1.1K #ui-framework #presentar #aprender #draw-command #constraints #widgets #contrast #rect #wcag #statistics
  15. intent

    Static analysis tool for the Intent design constraint language — machine-verifiable architectural constraints for codebases

    v0.1.4 #constraints #static-analysis #lint #architecture #design
  16. eisenstein

    Zero-drift hexagonal lattice constraints via Eisenstein integers — exact arithmetic for safety-critical systems

    v0.3.1 #hexagonal #constraints #lattice #no-std
  17. constraint-crdt

    CRDT-backed constraint states for distributed fleet consensus

    v0.5.0 #crdt #distributed-consensus #constraints #fleet #consensus
  18. fff-query-parser

    Query parser for fff file finder - includes specific syntax for various constraints like globs, extensions, regex etc

    v0.8.2-nightly.6645a68 6.4K #query-parser #file-extension #constraints #file-search #globs #regex #stack-allocated #search-query #fff #text-matching
  19. guard2mask

    GUARD DSL to GDSII mask compiler — compiles safety constraints to silicon via patterns

    v0.1.3 #compiler #gdsii #constraints #safety #eda
  20. pldag-rust

    A DAG-based framework where nodes encode arbitrary Boolean operations over literal leaves, with built-in support for assignment propagation and ILP export

    v2.0.0 600 #boolean-operations #bounds #encode #constraints #export #ilp #propagation #propagate #dag-based #acyclic-graph
  21. solverforge-scoring

    Incremental constraint scoring for SolverForge

    v0.14.1 #constraints #incremental #scoring #solver-forge
  22. flux-bridge

    FLUX-X to FLUX-C TrustZone-style bridge protocol for constraint enforcement

    v0.1.1 #bridge #trust-zone #constraints #flux #safety
  23. tupa-core

    Core types and pipeline definition macro for Tupã

    v0.9.5 #pipeline #tensor #macro #define #constraints
  24. marque-scheme

    Domain-neutral trait surface for structured marking schemes (lattice + constraints + projection + local ambiguity)

    v0.2.1 #scheme #marking #constraints #traits #lattice #structured-data #ambiguity #carries #markings
  25. ac3rm

    An incremental AC-3rm propagator in Rust with dynamic assertion and retraction of constraints

    v0.1.0 #constraints #arc-consistency #csp #ac3
  26. ai-tournament

    A modular Rust crate for running AI tournament

    v3.0.1 140 #tournament #ai-agent #evaluator #cgroup #constraints #game #game-state #isolation #games #benchmark
  27. plato-instinct

    Unified instinct engine for PLATO agents — flux-instinct + cuda-genepool merged, enforced by plato-constraints assertions

    v0.2.0 #agent #constraints #plato #assertions #engine #enforced #instinct #artificial-intelligence #ai-agent
  28. u24

    An unsigned 24-bit integer type

    v0.6.0 #math #unsigned-integer #24-bit #numeric #constraints #numeric-traits
  29. dog-schema-validator

    Advanced validation utilities for DogRS schemas - runtime validation, constraints, and error handling

    v0.1.7 #validation #schema #constraints
  30. autoeq-de

    Non linear optimisation library with own DE solvers and interface to NLOpt and MetaHeuristics

    v0.2.52 #linear-optimization #non-linear-optimization #differential-evolution #plot #constraints #convergence #crossover #optimization-strategies #meta-heuristics #global-optimization
  31. flux-isa-mini

    Minimal no_std FLUX ISA constraint VM for bare-metal microcontrollers — sensor gateway to intelligence

    v0.1.0 #flux #constraints #arm #embedded-arm #embedded
  32. flux-ast

    Universal Constraint AST — single source of truth for constraint semantics across all representations

    v0.1.1 #flux #ast #constraints #formal #safety
  33. plato-kernel

    Plato Kernel - Event sourcing + Constraint-Theory + Git runtime

    v0.2.0 #event-sourcing #tile #plato #constraints #kernel #knowledge-graph #git #fleet #constraint-theory #belief
  34. fleet-topology

    Fleet network topology with constraint-aware routing and holonomy verification

    v0.1.0 #fleet #topology #holonomy #constraints #distributed
  35. qae-kernel

    Domain-agnostic safety certification kernel for AI agents and autonomous systems

    v0.1.1 #constraints #certification #ai-safety #deterministic #safety
  36. rbuf

    A general purpose ring buffer implementation with some non-standard constraints

    v0.2.0 #ring-buffer #constraints #non-standard #non-standard-buffer
  37. kizzasi-logic

    TensorLogic bridge for Kizzasi - constraint enforcement and safety guardrails

    v0.2.1 #constraints #guardrails #verification #optimization
  38. paramodel-elements

    Paramodel central algebra: parameters, domains, constraints, attributes, values, trials, elements, and the ElementRuntime trait

    v0.2.0 #element #trial #constraints #parameters #algebra #paramodel #plugs #downstream
  39. fukurow-shacl

    SHACL Core and SHACL-SPARQL validation for Fukurow

    v0.2.0 #rdf #shacl #validation #shape #constraints
  40. tupa-typecheck

    Static type checker for TupaLang

    v0.8.2 #type-check #tupa-lang #constraints #determinism #parser
  41. allen-intervals

    An efficient implementation of Allen's interval relations for Rust's range types

    v0.1.0 #constraints #temporal-logic #temporal-reasoning
  42. ct-core-ext

    Extended constraint theory core — adaptive deadband, multi-constraint intersection, snap diagnostics

    v0.1.0 #constraints #multi-constraint #deadband #pythagorean
  43. valid

    Validate custom types by composing primitive validation functions. Use one common API for validating all kind of business rules including aspects of the application state. One common error type for all…

    v0.3.1 1.4K #validation #constraints #business-rules #user-input #validation-rules
  44. route-engine-rs

    Routing engine for directed graphs with extensible strategies and constraints

    v0.1.0 #constraints #shortest-path #routing-engine #strategies #graphs #dijkstra #ет
  45. qt-version

    selecting and resolving supported Qt versions at compile time using Cargo features (exact, minimum, and maximum constraints)

    v0.1.4 450 #qt #version #compile-time #selecting #constraints #using-cargo
  46. tupa-lints

    Lint definitions for Tupã pipelines

    v0.9.5 #lint #pipeline #tupa #define #constraints #metrics
  47. cpsat-rs

    Rust bindings for Google OR-Tools CP-SAT solver

    v0.1.2 #optimization #sat #or-tools #constraints #scheduling
  48. ratcl

    Create complex ratatui layouts with a simple API

    v2.0.2 #layout #ratatui-widgets #simple-api #complex #constraints #percentage
  49. django-rs-db

    ORM layer for django-rs: Model definitions, QuerySet, Manager, and expressions

    v0.1.0 #orm #query-set #expression #constraints #validation #database #exclude #backend-agnostic
  50. choco-solver-sys

    FFI interface for the Choco Solver library DLL generated by GraalVM Native Image

    v0.1.0 #solver #ffi #bindings #constraints #ffi-bindings
  51. cargo-bounds

    Find and test dependency versions bounds

    v0.2.4 120 #find #testing #version #constraints #command
  52. siapla

    agile planning tool

    v0.2.1 #agile #planning #target #constraints #milestones
  53. gatesim

    The base library for the Gate Project

    v0.1.1 #io #logic-circuit #constraints #gates #input #negation #xor-gate #quantifiers #unsigned-integer #nor
  54. schlandals

    probabilistic inference by projected weighted model counting

    v0.1.3 110 #constraints #probability-distribution #model #inference #projected #horn
  55. plato-kernel-constraints

    Constraint engine extracted from plato-kernel — first-person permission filtering with assertive markdown constraints

    v0.1.0 #constraints #first-person #permissions #engine #plato #assertions #assertive #markdown #bullet #lesson
  56. ark-relations-zypher

    rank-one constraint systems

    v0.4.0 #constraints #zk-snarks #zero-knowledge
  57. contrafact

    A trait for highly composable constraints ("facts") which can be used both to verify data and to generate arbitrary data within those constraints

    v0.2.0-rc.1 5.7K #testing-fixtures #composable #constraints
  58. plato-i2i-dcs

    PLATO cognitive architecture component

    v0.1.0 #component-architecture #dcs #constraints #consensus #plato #beliefs #multi-agent #distributed #fuse #negotiate
  59. cslint-smt

    Optional SMT-backed deep checking for cslint diagnostics

    v0.1.0 #diagnostics #checking #smt-backed #encode #constraints #z3 #witnesses #cslint #heuristics
  60. wave-function-collapse

    Converts nodes and their restrictions into a collapsed node state based on the selected algorithm

    v0.3.0 170 #procedural-generation #wfc #constraints
  61. capy-graph

    A framework for constructing arithmetic circuits on-the-fly

    v0.1.4 #math #parallel-processing #constraints #framework #construct #gate-circuit #on-the-fly #user-defined
  62. fzn-rs

    A FlatZinc parser written in Rust

    v0.1.0 #parser #ast #flat-zinc #constraints #name #parser-format #strong-typing
  63. hotdrink-rs

    HotDrink in Rust

    v0.1.3 #constraints #algorithm #constraint-systems
  64. solverforge-cvrp

    CVRP domain helpers for SolverForge

    v0.14.1 #solver-forge #helper #domain #cvrp #constraints
  65. ashlang

    A language for zero knowledge proofs

    v0.1.3 270 #zero-knowledge-proofs #assembly #triton-vm #constraints #vector-math #witness #r1cs #proving #tasm #math-operations
  66. veripb-formula

    VeriPB library to handle pseudo-Boolean constraints, formulas, and more data structures

    v0.1.2 #constraints #pseudo-boolean #formula #variables #data-structures #substitution #veri-pb #lit #var-type
  67. spongefish-circuit

    Circuits for proving relations over spongefish transcripts

    v0.7.0 #spongefish #fiat-shamir #relation #constraints #proving #transcript #macro-derive #zero-knowledge #sponge
  68. p2d_opb

    A representation of OPB formulas

    v0.2.0 #formula #p2d #pseudo-boolean #opb #constraints #d-dnnf
  69. faf-core

    Fiduciary Agent Framework - Core protocol types and traits

    v0.1.0 #ai-agent #constraints #verification #deliberation
  70. asphere

    Binary for simulating spherically symmetric critical phenomena

    v0.3.3 #solve #spherically #aeon-tk #constraints #critical #lapse #simulating
  71. ark-relations

    generalized rank-one constraint systems

    v0.6.0 697K #constraints #zk-snarks #zero-knowledge #constraint-systems
  72. webrtc-constraints

    A pure Rust implementation of WebRTC Media Constraints API

    v0.1.0 #media-stream #w3c #constraints #web-rtc #capture
  73. zkinterface-libsnark

    Wrapper for libsnark / gadgetlib through zkInterface

    v1.1.3 #zk-interface #constraints #zero-knowledge #interop #libsnark #zkif-gadgetlib #zero-knowledge-proofs #witness #format-specification
  74. rem-constraint

    Extraction Maestro

    v0.1.3 180 #ast #constraints #parser #chr #rules #maestro #rules-system
  75. descent_ipopt

    IPOPT interface for descent

    v0.5.0 #ipopt #differentiation #constraints
  76. effs

    Effects based minimal std lib alternative

    v0.1.0 #effect #constraints #lib #std #stdlib #design-patterns #test-cases #weird #mindful #figuring
  77. seer

    symbolic execution engine for rust

    v0.0.3 #symbolic-execution-engine #base64-encode #constraints #z3-solver #miri
  78. fukurow-rules

    Rule traits and constraint validation (SHACL equivalent) for Fukurow reasoning

    v0.2.0 #validation-rules #shacl #constraints #reasoning #validation
  79. cang

    A coin based interpeter

    v0.1.0 #coin #constraints #variables #amount #quests #siege #interpeter #programming-language #earn
  80. ai_kit

    Collection of classic AI algorithms with convenient interfaces

    v0.1.0 #inference #constraints #planning #backtrack #ai
  81. constrained-inputs

    constrain io inputs

    v0.1.2 #input-validation #user-input #io #constraints #constrained #meet #io-input
  82. custom-constraints

    Customizable Constraint Systems (CCS)

    v0.1.0 #constraints #cryptography #zk
  83. halo2-base

    Embedded domain specific language (eDSL) for writing circuits with the halo2 API. It simplifies circuit programming to declaring constraints…

    v0.5.1 22K #halo2 #constraints #lookup-tables #column #witness #constant-value #domain-language #multi-threading #advice #edsl
  84. orion-async

    Eliminate this constraint for performance - the local variables of asynchronous functions must implement Send Trait

    v0.1.1 #local-variables #traits #async #eliminate #constraints #async-local #orion
  85. presentar-core

    Core types and traits for Presentar UI framework

    v0.3.4 1.9K #ui-framework #draw-command #widgets #constraints #layout #contrast #rect #wcag #gpu
  86. chsl

    2D Game Physics Engine supporting Joints/Constraints

    v0.1.1 #physics-engine #constraints #2d-game #game-engine #joints
  87. provekit-r1cs-compiler

    R1CS compiler for ProveKit, translating Noir programs to R1CS constraints

    v1.0.0 2.3K #noir-programs #zero-knowledge #r1cs #witness #constraints #prover-verifier #prove-kit #acir #poseidon2 #hash
  88. aorist_constraint

    Example constraint crate for the aorist project

    v0.0.14 #aorist #constraints #python #repetitive #py #machine-learning #universe #ml-ops
  89. winter-air

    AIR components for the Winterfell STARK prover/verifier

    v0.13.1 32K #air #constraints #arithmetization
  90. Try searching with DuckDuckGo.

  91. nash-constrain

    Responsible for building the set of constraints that are used during type inference of a program, and for gathering context needed for pleasant error messages when a type error occurs

    v0.1.0 #error-context #constraints #type-inference #pleasant #set
  92. len_constraints

    Traits and types to implement type-pinned length constraints in your API

    v0.1.2 #constraints #api-validation
  93. terraform-version

    Parser and match calculator for terraform version constraint syntax

    v0.4.0 130 #terraform #constraints #calculator #syntax #syntax-parser
  94. comemo-macros

    Procedural macros for comemo

    v0.5.1 211K #memoization #constraints #tracked
  95. rust-constraint

    constraint satisfaction problem (CSPs)

    v0.1.0-alpha.1 #csp #combinatorial #constraints #constraint-solving
  96. is_type

    Equality constraints for types

    v0.2.1 380 #constraints #equality #constraints-for-types
  97. pblib-rs

    Rust safe bindings for pblib

    v0.1.0 #constraints #cardinality #pb #encoding #sat
  98. varisat-utils

    varisat, adding at-most one and exactly-one constraints

    v0.2.0 #constraints #varisat #exactly-one #sorting #encoding
  99. checklints

    Check repositories against toml file(s) of constraints

    v0.2.1 #repository #constraints #toml #file
  100. triton-air

    The Arithmetic Intermediate Representation (AIR) for Triton VM

    v2.0.0 1.9K #zero-knowledge-proofs #triton-vm #air #constraints #degree #stark-proof-system
  101. resource-bound-core

    Compile-time enforcement of struct size limits and heap allocation constraints

    v0.1.3 #heap-allocator #struct #size #constraints #compile-time
  102. podded

    Zero-copy types for constraint environments

    v0.7.0 350 #zero-copy #environment #constraints #data-structures #zero-copy-data
  103. vts

    Macro to generate boiler plate to define new types with associated constraints

    v1.1.2 #proc-macro #constraints
  104. constraint

    Easly create types with the guarantees you need

    v0.1.0 #constraints #guarantees #create #easly #non-empty #error-prone #type-system #validation-error #leads
  105. rectessellate

    WIP — DO NOT USE!

    v0.1.0 #resize #pixel #floating-point #percentage #constraints #rounding #pane #minimum-and-maximum #neighboring
  106. casuarius

    Cassowary linear constraint solving algorithm

    v0.1.1 #ui #user #layout #simplex #constraints
  107. pezsc-statement-store

    Bizinikiwi statement store

    v10.0.0 #statement-store #account-statement #constraints #bizinikiwi #expired #sec #evicted #blockchain #disk-backed #max-size
  108. ves-stark-air

    AIR constraint definitions for VES STARK proofs

    v0.3.3 #define #proof #constraints #air #stark #ves #cap #rescue #aml #winterfell
  109. liquid-layout

    A layout engine that solves UI constraints using the Z3 prover

    v0.1.1 #z3-solve #layout-engine #prover #constraints #ui #e-paper-display
  110. tupa-core-macros

    Tupã DSL procedural macro (pipeline!)

    v0.9.5 #proc-macro #pipeline #tupa #dsl #constraints #metrics #ge
  111. shackle

    Compilation library for constraint based modelling languages

    v0.1.0 #modeling-language #compilation #compilation-for-constraint #constraints
  112. mpl-trifle

    Metaplex Composability Program

    v0.5.3 #nft #balance #constraints #metaplex #transfer #paid #fees #coe #pda #withdraw
  113. nifty-asset-types

    Types for Nifty Asset program

    v0.6.0 1.1K #assets #extension #nifty #constraints #standard #on-chain #non-fungible-assets
  114. ark-relations-zkhub

    rank-one constraint systems

    v0.4.7 #constraints #zk-snarks #zero-knowledge #constraint-systems
  115. p3-miden-lifted-stark

    Lifted STARK prover and verifier (LMCS-based)

    v0.5.0 14K #prover-verifier #lifted #stark-prover #constraints #quotient #transcript #prover-and-verifier #ascending-order #air #pcs
  116. nakamoto-wallet

    Very basic command-line Bitcoin wallet using nakamoto

    v0.4.0 #bitcoin #blockchain #nakamoto #wallet #constraints #eg