CATEGORY
Algorithms 7,448 crates
Data as of 2026-07-25 (crates.io database dump, timestamp 2026-07-25T02:00:36Z). Source: crates.io · db-dump.tar.gz · methodology & corrections.
rust_roboticsUmbrella crate for the RustRobotics workspace - feature-gated re-exports of all domain crates19MIT
ternary-graphGraph algorithms on ternary-weighted edges including shortest paths, community detection, and spectral clustering19MIT
triplet-minerMetric learning triplet mining: semi-hard mining, distance computation, quality filtering19MIT
fenwick-tree-rsFenwick/BIT tree, 2D BIT, range updates, prefix sums19MIT
string-search-rsComprehensive string matching algorithms: naive, KMP, Rabin-Karp, Boyer-Moore, Z-algorithm, and suffix array search19MIT OR Apache-2.0
lattice-crypto-rsLattice-based cryptography primitives: LWE encryption/decryption, Ring-LWE structures, Gaussian sampling, and lattice basis…19MIT OR Apache-2.0
graph-search-rsGraph algorithms: BFS, DFS, Dijkstra, Bellman-Ford, A*, topological sort, and Tarjan's SCC19MIT OR Apache-2.0
imcombinersRust-backed image stack combine + rejection kernels (IRAF imcombine parity)19MIT
ternary-dockyardMaintenance and repair of ternary agents — dry dock, diagnostics, refitting, and salvage19MIT
x-pipe-rsComposable recommendation/feed pipeline framework built on comp-cat-rs18MIT OR Apache-2.0
sol-plex-problemsA high-performance Rust library engineered for solving complex problems within the Sol ecosystem.18MIT
yatrosci-integrateNumerical integration for SciRS - quadrature, ODE solvers18AGPL-3.0-or-later
flux-contractsFLUX OS shared trait definitions — the frozen contracts between all components18MIT OR Apache-2.0
ruvector-capgatedCapability-gated ANN search for RuVector - per-vector read access control using bitset capability tokens with three measured…18MIT
loop-guardrailRepetitive execution loop detector for AI agents.18Apache-2.0
tpt-zero-fast-mathApproximate sqrt/inv-sqrt and trig via lookup tables. #![no_std], zero dependencies. ~1e-4 error bound.18MIT OR Apache-2.0
rlx-serveOpenAI-compatible HTTP server for RLX language models18GPL-3.0-only
moritzbrantner-image-analysis-ocrOCR model presets, rich text outputs, and image/video backend contracts for video-analysis.18MIT OR Apache-2.0
moritzbrantner-text-analysisUnified text analysis orchestration for video-analysis.18MIT OR Apache-2.0
moritzbrantner-video-analysis-detectorsScene detection algorithms and detector adapters for video-analysis.18MIT OR Apache-2.0
ruvector-timesfmRuVector integration for the TimesFM time-series foundation model: a high-level quantile Forecaster, forecast-band anomaly…18MIT
faster_pathsBlazingly fast shortest paths with (parallel) preprocessing via contraction hierarchies and hub labeling18MIT OR Apache-2.0
spectral-prunerA lightweight, zero-dependency library utilizing Spectral Graph Theory to isolate topological network anomalies.18MIT OR Apache-2.0
rune-pagerankPageRank — score graph nodes by importance via random-walk convergence18MIT
rune-kmeansK-Means++ clustering — partition points into k clusters with smart initialisation18MIT
rune-labelpropLabel propagation — semi-supervised node classification via iterative neighbourhood smoothing18MIT
symthaea-wisdomPhilosophical grounding — harmonics, autopoiesis, and meta-cognition for computational consciousness18AGPL-3.0-or-later
rlx-qwen25-vlQwen2.5-VL vision-language model for RLX (AIF / VLMEvalKit target)18GPL-3.0-only
loadwiseA protocol-agnostic load balancing strategy engine for Rust18MIT OR Apache-2.0
cosine-fastHot-loop cosine similarity for f32 slices. Auto-vectorized scalar core, optional precompute-norms helper. Zero deps.18MIT OR Apache-2.0
ledge-coreFactor-structured convex QP kernel for portfolio optimization18Apache-2.0
rerank-blendBlend N RAG reranker score streams (dense, BM25, cross-encoder) with configurable weights and rank-aware normalization. Zero deps.18MIT OR Apache-2.0
rune-node2vecNode2Vec — graph node embeddings via biased random walks and skip-gram18MIT
claspRank fusion and reranking: RRF, ISR, CombMNZ, Borda, DBSF, MaxSim (ColBERT), MMR, DPP, Matryoshka.18MIT OR Apache-2.0
black-76Black-76 closed-form pricing, Greeks, and implied volatility solver for futures and forward options.18MIT OR Apache-2.0
trios-hdcHyperdimensional Computing primitives18MIT OR Apache-2.0
topo-sonataMusical compositions as simplicial complexes — persistent homology detects harmonic holes, genre classification via Betti numbers18MIT
flash-attention-cpuPure-Rust, CPU-optimized Flash Attention: tiled online-softmax, AVX-512/AVX2/NEON/WASM-SIMD128 with scalar fallback, Rayon…18MIT OR Apache-2.0
precolator-programCore Rust library for the Precolator perpetual futures trading protocol on Solana — oracle management, position handling, risk…18MIT
yatrosci-optimizeOptimization algorithms for SciRS - minimize, roots, curve fitting18AGPL-3.0-or-later
trios-vsaVector Symbolic Architecture implementation18MIT OR Apache-2.0
emtEpoch Merkle Tree — the EMT instantiated at k=2 with no prefix18non-standard
bcinr-pddlPDDL8 → POWL tape → Prolog8 admission → OCEL → BLAKE3 receipt: the BRCE candidate-future execution loop18MIT OR Apache-2.0
si-homomorphic-hashAdditively homomorphic hash functions, hash-to-curve, incremental hashing, multi-set hash, and collision resistance testing18MIT OR Apache-2.0
aura-mergeStructured 3-way merge engine: deep-merge for JSON/YAML/TOML, line-level 3-way for text, scaffold extraction for code.18Apache-2.0
simulated-annealSimulated annealing optimization framework with multiple temperature schedules and strategies18MIT
gnucobol-rs-execgnucobol-rs Procedure Division control flow: cobc-faithful PERFORM combinators (TIMES, UNTIL with TEST BEFORE/AFTER, VARYING with…18LGPL-3.0-or-later
rate-distortionRate-distortion theory: R(D) function calculation, distortion measures, Blahut-Arimoto algorithm, and Lloyd-Max quantizer design18MIT
avoidance-cascadeModels the avoidance cascade phenomenon from ternary agent systems and provides tools to detect and prevent it18MIT
cfg-constructControl flow graph construction from basic blocks with dominance analysis for compiler infrastructure18MIT
ternary-inferenceInference from ternary negative spaces — deducing knowledge from what agents avoid18MIT
sceuaShuffled Complex Evolution - University of Arizona global optimizer18MIT OR Apache-2.0
evolution-ternaryEvolutionary dynamics on ternary strategy spaces18MIT
feistel-netFeistel network cipher construction: balanced/unbalanced Feistel, key schedule, S-box design, permutation networks18MIT OR Apache-2.0
crdf-dpoDouble Pushout (DPO) graph rewriting for CRDF RDF graphs18MIT OR Apache-2.0
inputx-phonetic-editWeighted phonetic edit-distance — a Wagner-Fischer DP extended with arbitrary-length substitution pairs from a cost table. Ships…18MIT OR Apache-2.0
ternary-classifierClassifies ternary agent behavior into strategy species using multiple methods18MIT
spectral-estSpectral estimation: periodogram, Welch, autoregressive (Yule-Walker), Bartlett methods18MIT OR Apache-2.0
modem-coreDigital modulation: ASK, FSK, PSK, QAM with constellation diagrams and BER analysis18MIT OR Apache-2.0
farkas-coreExact tiered-rational Farkas-certificate engines for Lean's linarith18Apache-2.0
ternary-federatedFederated learning for ternary agents — multiple populations sharing strategy insights without sharing raw data18MIT
spline1dFast local one-dimensional cubic interpolation with full splines, interval-local interpolation primitives, and inverse lookup.18MIT OR Apache-2.0
learnforge-coreAdaptive learning algorithms (BKT, SM-2, threshold, microlearning selection, signing, packs) — desktop/web/WASM portable.18MIT
daniyal-cryptexThe ULTIMATE cryptographic framework for 2026! Functional Encryption, PSI, Verifiable Computation, ORAM - all in one!18MIT OR Apache-2.0
hyperevolutionExact-aware evolutionary and proposal-search carriers for the Hyper ecosystem18Apache-2.0
rune-graph-gremlinGremlin-inspired graph traversal engine for rune-graph: typed step pipeline, predicates, repeat, path tracking18MIT
math-geometry-2dShared 2D geometry contracts for multimodal image, video, and layout processing.18MIT OR Apache-2.0
monge-rsMonge's theorem for fleet mathematics — homothetic centers, radical axes, zero-holonomy consensus, and Pythagorean48 verification18MIT OR Apache-2.0
kinemaxHigh-performance coordinate and kinematics engine for bounded spatial tracking data.18MIT
ternary-steganographyHide information in ternary strategy noise: encode/decode messages in strategy patterns18MIT
ternary-grammarContext-free grammar for generating and parsing valid ternary strategy expressions18MIT
ternary-regexPattern matching on ternary sequences with NFA, DFA, wildcard support, and NFA→DFA minimization18MIT
rune-hdbscanHDBSCAN clustering — hierarchical density-based clustering with automatic noise detection18MIT
spectral-fingerprintSpectral fingerprinting for code similarity — eigenvalue decomposition of AST adjacency matrices18MIT
robo-kinematicsRobot kinematics: forward kinematics (DH parameters), inverse kinematics (Jacobian), workspace analysis18MIT
flux-algebraAlgebraic structures for music theory: HarmonicRing, PLR group, Tropical semiring, TuningField18MIT
sphereql-linguaLanguage to native SphereQL coordinates: text to (theta, phi, r)18MIT
numerics-interpResearch-grade interpolation methods: linear, Lagrange polynomial, cubic natural spline, barycentric — pure Rust, no dependencies18MIT OR Apache-2.0
ternary-coordinationFormal {-1, 0, +1} coordination algebra with ternary matrices, consensus, and provable convergence18MIT
topo-mergeTopological merging of agent belief states — persistent homology for multi-agent consensus18MIT
trigramkitHigh-performance O(1) content-addressable trigram inverted index18MIT OR Apache-2.0
yatrosci-interpolateInterpolation for SciRS - interp1d, splines, multivariate18AGPL-3.0-or-later
xcelerator-solverDeterministic, precision-configurable symbolic regression engine18non-standard
error-forestEcological signaling networks (mycorrhizal fungal networks) modeled as error-correcting codes18MIT
idnrValidate the German tax identification number (Steuerliche Identifikationsnummer / IdNr). A faithful port of python-stdnum. Zero…18MIT OR Apache-2.0
from_rust_till_dawnNREL Solar Position Algorithm (SPA) — computes zenith, azimuth, sunrise/sunset, and equation of time17MIT
encounter-argumentationBridge between encounter social interactions and argumentation schemes17MIT OR Apache-2.0
routik-solverCore VRP solver (CVRPTW): data model, cost-matrix trait, Clarke-Wright construction, local search, and simulated annealing.17Apache-2.0
sisyphusExecution-agnostic, time-agnostic, no_std, zero-allocation backoff & retry state machine.17MIT OR Apache-2.0
baselinesBaseline correction algorithms for signals, spectra, and images17MIT OR Apache-2.0
fleet-coordinateFleet coordination via zero-holonomy consensus and Laman rigidity17MIT
dsfb-grayDSFB-Gray Structural Semiotics Engine: Deterministic Rust crate auditing with structural code-quality interpretation, assurance…17Apache-2.0
pythagorean-snapO(log n) nearest-neighbor search on the Pythagorean manifold — full-circle, zero-drift, 316x faster than brute force17MIT
rs-neuralhashRust port of python-neuralhash: compute the NeuralHash of an image as a 24-char hex string.17MIT
epoch_rngSimple epoch‑based PRNG and configurable LCG PRNG.17MIT
ruvector-rairsRAIRS IVF: Redundant Assignment with Amplified Inverse Residual — ruvector's first IVF index family17MIT OR Apache-2.0
contextqa-coreCore graph types and entity model for the UCM impact-analysis engine17MIT
blr-activeActive learning orchestration for Bayesian Linear Regression with Automatic Relevance Determination17Apache-2.0
hylic-pipelineTypestate pipelines and sugar traits over hylic lifts.17MIT
rlx-tuneGeneric LoRA/DoRA fine-tuning for RLX models (adapters, datasets, fuse)17GPL-3.0-only
agent-homeostasisHomeostatic control for AI agent systems — keeping agents in their operating envelope through feedback loops17MIT
hybridrootsFour novel multi-phase hybrid bracketing algorithms (Opt.BF, Opt.BFMS, Opt.TF, Opt.TFMS) for numerical root finding with superior…17MIT
brainharmonyBrain-Harmony multimodal brain foundation model — inference in Rust with Burn ML17MIT
magcalMinimal no_std rust port of Freescale/NXP magcal.c17BSD-3-Clause
simdsplitExperimental byte string splitter using Portable SIMD.17MIT
generalized-mapA Rust implementation of generalized maps (n-dimensional combinatorial topology) for representing meshes, graphs, and complex…17MIT
jaaliDeterministic, GPU-accelerated point-in-cell locator for unstructured meshes17BSD-3-Clause
freshetResumable, permissionless, sharded MapReduce over Solana accounts (framework-agnostic core)17MIT
blake3_encFast and secure symmetric encryption using BLAKE3 XOF stream / 基于 BLAKE3 XOF 流的高速安全对称加密17MulanPSL-2.0
rmp-vrp-solverHigh-performance VRP (Vehicle Routing Problem) solvers in Rust for rmp.ca17MIT
yatrosci-fftFast Fourier Transform for SciRS - FFT, IFFT, real FFT17AGPL-3.0-or-later
oxigemmaPure-Rust inference engine for Google's Gemma model family (Gemma 4 QAT and beyond)17Apache-2.0
pfactorA high-performance, parallel prime factorization CLI tool and library using Miller-Rabin and Pollard's rho (with Brent's…17MIT OR Apache-2.0
huffman-entropyHuffman coding with optimal/adaptive variants, entropy calculation (Shannon, Renyi, Tsallis), Kraft inequality verification, and…17MIT
si-commitment-schemePedersen commitments, Blake3-based polynomial commitments, batch opening/verification with binding and hiding properties17MIT OR Apache-2.0
si-zero-knowledgeSchnorr proofs, DLEQ proofs, range proofs, sigma protocols, and Fiat-Shamir transform in Rust17MIT OR Apache-2.0
reg-allocRegister allocation with liveness analysis and graph coloring for compiler infrastructure17MIT
consensus-raftRaft consensus protocol simulation: leader election, log replication, commitment, membership changes17MIT
fir-filterFinite impulse response filter design: windowed sinc, Hamming/Hann/Blackman windows, lowpass/highpass/bandpass17MIT OR Apache-2.0
ch-pivotA high-performance generic data pivoting and aggregation engine for raw datasets.17MIT OR Apache-2.0
monavec-coreUltra-low resource embedded vector search kernel for edge AI17MIT OR Apache-2.0
rosalind-bioDeterministic, low-memory genomics engine: memory as a verifiable contract (declare → predict → honor → verify) for alignment and…17MIT OR Apache-2.0
hcp-dpExact alignment reference generation, verification, and backend comparison.17MIT
rune-graph-matchPattern matching engine for rune-graph: filter (node, edge, node) triples by label, property, or node id17MIT
spreadsheet-plr-bridgeBridge between spreadsheet-engine cells and groovemesh-plr voice leading — the spreadsheet moment for AI music17MIT
comfyui-modelsComfyUI model folder, inventory, and extra path contracts.17MIT OR Apache-2.0
kuramoto-coherenceDeterministic, no_std, zk-provable Kuramoto phase-coherence over integer phase agents — bit-identical across x86/ARM/RISC-V/WASM.17AGPL-3.0-or-later
flux-fractureDisjoint linear algebra for constraint systems — fracture into independent blocks, coalesce provably correct17MIT
agent-rhythmRhythm analysis — cadence detection, pattern matching, tempo tracking, and polyrhythm detection17MIT
robo-pid-controlResearch-grade PID controller with anti-windup, bumpless transfer, and auto-tuning (Ziegler-Nichols)17MIT
irongolemGraph Optimiser for Learning and Evolution of Models17BSD-3-Clause
delaunay-triang-rsDelaunay triangulation and Voronoi diagrams in pure Rust: Bowyer-Watson, edge flip, quad-edge17MIT OR Apache-2.0
oxide-conservationConservation law verification for GPU computations — energy, mass, and information conservation across kernel boundaries17MIT
rune-adler32Compute Adler-32 checksums of byte slices and files (RFC 1950)17MIT
numerics-odeResearch-grade ODE solvers: Euler, RK4, Adams-Bashforth (2-step), Dormand-Prince (RK45 adaptive) — pure Rust, no dependencies17MIT OR Apache-2.0
line-sweep-rsComputational geometry via line sweep: segment intersection, closest pair, rectangle intersection17MIT OR Apache-2.0
compress-huffman-rsHuffman coding compression library: frequency table construction, Huffman tree building, canonical code generation, and…17MIT OR Apache-2.0
compress-lz77-rsLZ77 sliding window compression: match finding, lazy matching, length-distance token encoding and decoding in pure Rust.17MIT OR Apache-2.0
ferment-constraintsConstraint satisfaction as fermentation — sourdough starters and server fleets solve the same class of problem17MIT
markov-chain-rsMarkov chains: discrete-time, transition matrices, stationary distributions, absorbing chains, HMM in pure Rust17MIT OR Apache-2.0
decision-tree-rsDecision tree implementation: ID3 algorithm, information gain, Gini impurity, pruning, and prediction17MIT OR Apache-2.0
gpu-annealingGPU-accelerated simulated annealing orchestration layer — pure data structures and scheduling17MIT
pictorPure Rust 1-bit LLM inference engine for PrismML Bonsai models — umbrella crate17Apache-2.0
lkh-rsRust bindings and safe wrappers for the LKH3 heuristic solver17MIT
constraint-theory-core-cudaCUDA FFI bridge for constraint-theory-core — GPU-accelerated parallel CSP solving16Apache-2.0
pict-engineRust port of Microsoft's PICT pairwise independent combinatorial testing engine16MIT
fabric-checkerSafety checker: fallback graph analysis, IPET timing (ILP), refinement types16MIT
tpt-zero-str-searchFast byte and substring search (memchr-style + Boyer-Moore-Horspool). #![no_std], zero dependencies.16MIT OR Apache-2.0
antichain-intervalsDisjoint-interval-set lattice for tracking out-of-order progress with gaps, built on the antichain crate.16Apache-2.0
herosal-tstA persistent ternary search tree implementation using OurDB for storage16Apache-2.0
binpack-3dA high-performance, deterministic 3D bin packing library written in Rust.16MPL-2.0
graphletGraphlet analysis for petgraph: subgraph census, graphlet-degree vectors (GDV/GDD), and network-motif detection.16MIT
brandReinforcement learning for Rust. Backend-agnostic over modern Rust ML frameworks.16MIT OR Apache-2.0
volesti-rsNative Rust port of the volesti C++ geometric MCMC library — uniform sampling from convex polytopes with applications in…16MIT
optimizrHigh-performance optimization algorithms in Rust with Python bindings16MIT
flux-isa-miniMinimal no_std FLUX ISA constraint VM for bare-metal microcontrollers — sensor gateway to intelligence16Apache-2.0
sliced-wassersteinSliced-Wasserstein (SW₁) distance over discrete distributions, with optional vector-index Metric impl.16Apache-2.0 OR MIT
betulaRust Implementation of BETULA, an improved version of the BIRCH algorithm. Fast and streamable data aggregation.16MIT OR Apache-2.0
si-secret-sharingShamir's secret sharing, verifiable secret sharing (Feldman VSS), reconstruction from subsets, and threshold variants over finite…16MIT OR Apache-2.0
mac-digestMessage Authentication Codes: HMAC, CBC-MAC, CMAC, Poly1305-style universal hashing16MIT OR Apache-2.0
gepaGEPA: Reflective Prompt Evolution — a Rust implementation of the genetic-Pareto prompt optimizer16MIT
merkle-proof-treeMerkle trees: construction, proof generation, proof verification, incremental updates16MIT OR Apache-2.0
audio-engine-coreReusable decoder, DSP, loudness, resampling, and streaming pipeline primitives16MIT OR Apache-2.0
icl_systemBFT consensus kernel with predictive fixed-point pressure field layer16Apache-2.0
polsysRust bindings for the POLSYS_PLP Fortran library that solves polynomial systems16MIT AND LicenseRef-ACM
robo-kalman-filterKalman filter, extended Kalman filter, and unscented Kalman filter for state estimation16MIT
robo-motion-planningMotion planning algorithms: RRT, potential fields, and A* path planning in 2D16MIT
ruvector-gnn-rerankGNN-enhanced candidate reranking for approximate ANN search in ruvector16MIT
segment-tree-rsSegment tree with point updates, range queries (sum/min/max/gcd), and lazy propagation16MIT
conservation-protocolAgent communication via Laplacian gossip — the network topology IS the message16MIT
compress-rle-rsRun-length encoding: basic RLE, PackBits, and modified bitmap RLE with encode/decode in pure Rust.16MIT OR Apache-2.0
hmmlearn-rsHidden Markov Models with categorical, Gaussian, GMM, Poisson, and multinomial emissions, trained by Expectation–Maximization or…16BSD-3-Clause
anomalyzer-tsProbabilistic anomaly detection for time-series data16Apache-2.0
moenarch-geo-coreFormat-agnostic geospatial domain types, geometry helpers, and transforms for video-analysis.16MIT OR Apache-2.0
ruvector-lsm-annLSM-ANN: write-optimized streaming vector index with multi-tier compaction for agent memory16MIT
ruvector-pq-searchProduct Quantization with Asymmetric Distance Computation (ADC) for compressed approximate nearest-neighbor search — Flat PQ,…16MIT
exact-polyInteger polygon geometry library — exact arithmetic, no float errors15MIT
braintaxA minimal cognitive tax estimator — quantify how mentally taxing code patterns are.15MIT OR Apache-2.0
shenava-ctc-beamHotword-boosted CTC prefix-beam decoder for on-device ASR — a faithful, dependency-free pyctcdecode port.15Apache-2.0
adumbratioComposable building blocks for probabilistic data structures (sketches), with the classical sketches assembled from them15MIT OR Apache-2.0
voxel-lightGeneric 3D BFS light propagation with two-phase removal for voxel engines15MIT OR Apache-2.0
elara-active-inferenceActive inference (free-energy-principle) agent over discrete POMDPs: variational free-energy state inference plus…15MIT OR Apache-2.0
elara-itcInterval Tree Clocks (Almeida et al. 2008) — space-efficient logical clocks with fork/join/event/leq and a compact, depth-bounded…15MIT OR Apache-2.0
elara-zone-autoscalerHysteresis-based adaptive sharding decision engine — recommends zone split/merge from a per-zone activity snapshot.…15MIT OR Apache-2.0
pathrexLibrary and CLI for benchmarking RPQ/CFL queries on edge-labeled graphs via SuiteSparse:GraphBLAS and LAGraph.15MIT
elara-light-clientStateless, wasm-portable light-client verification for the Elara Protocol: fold a compressed 256-bit account-SMT inclusion OR…15MIT OR Apache-2.0
exaloglog-rsStandalone Rust implementation of the ExaLogLog approximate distinct counter15MIT
geometric-traitsTrait-based algebraic and graph algorithms for Rust, supporting no_std environments15MIT
anofox-mlscikit-learn-style machine learning umbrella crate — re-exports every anofox-ml-* subcrate under a single API15MIT OR Apache-2.0
tpt-eve-abstractionTPT Eve — Phase 3 abstraction layer: pattern mining, analogical mapping, principle generalization, knowledge transfer15MIT OR Apache-2.0
ledge-portfolioFactor-structured mean-variance portfolio optimization15Apache-2.0
tpt-eve-active-learningTPT Eve — Phase 4 active learning layer: hypothesis generation, experiment design, Bayesian belief updating15MIT OR Apache-2.0
tpt-eve-causalTPT Eve — Phase 2 causal reasoning engine: DAG construction, intervention calculus, and counterfactual simulation over…15MIT OR Apache-2.0
tpt-eve-metacognitionTPT Eve — Phase 5 meta-cognition layer: confidence tracking, knowledge-gap detection, strategic learning prioritization15MIT OR Apache-2.0
atria-gpu-rsCUDA-required GPU build of the Ablatio Triadum (ATria) centrality algorithm as a PluMA plugin15MIT
tpt-eve-symbolicTPT Eve — Phase 1 symbolic reasoning: working memory, forward-chaining inference, and consistency checking over…15MIT OR Apache-2.0
s-uniwardCode snippet of the S-UNIWARD distortion function15MIT
heuropt-plotLightweight SVG visualization for heuropt Pareto fronts and convergence traces.15MIT
metricchrono-logIn-memory event-log helpers for the open-source MetricChrono core15Apache-2.0
channel-capacityShannon channel capacity, discrete memoryless channels (BSC, BEC, Z-channel), mutual information, capacity with cost constraints,…15MIT