Algorithms 7,448 crates

zeta-reticulaHigh-performance LLM inference engine with advanced quantization and salience-based optimization329MIT OR Apache-2.0AlgorithmsCommand line utilities rlx-ssmState-space model flow stages and custom IR ops (Mamba scan, Mamba1/2 step, LFM, Lightning) for RLX model runners328GPL-3.0-onlyAlgorithmsScience jepa-coreCore traits and abstractions for JEPA (Joint Embedding Predictive Architecture)328MITAlgorithmsScience geometry-kernelA Rust-first geometry kernel for deterministic planar geometry operations328MIT OR Apache-2.0AlgorithmsScience::Geospatial ferrotorch-xpuIntel XPU (Arc / Data Center GPU Max) backend for ferrotorch via CubeCL wgpu327MIT OR Apache-2.0AlgorithmsMathematics moenarch-vector-analysis-coreDense vector validation and metrics for video-analysis.327MIT OR Apache-2.0AlgorithmsComputer vision aumm_coreAbstract Universal Macro Model core: deterministic gesture recognition and macro execution.327MITAlgorithmsCommand line utilities volren-coreCore data types, camera, transfer functions, and interaction for volren-rs327MIT OR Apache-2.0AlgorithmsGraphics oxicuda-primitivesOxiCUDA Primitives - CUB-equivalent parallel GPU primitives (radix sort, scan, reduce, select, histogram)326Apache-2.0AlgorithmsHardware support bolt-quadtreeHigh-performance loose quadtree for 2D collision queries.324MITAlgorithmsData structures dagexA pure Rust DAG executor supporting implicit node connections, branching, and config sweeps324MITAlgorithmsData structures difflib-fastFast, byte-for-byte exact difflib Ratcliff–Obershelp (gestalt) similarity ratio + single-linkage clustering (suffix automaton),…324MITAlgorithmsText processing procrustesOrthogonal Procrustes and signed-permutation alignment via faer324MIT OR Apache-2.0AlgorithmsMathematics proxide-geometryGeometric algorithms for protein structures324MITAlgorithmsScience ppvssAn implmentation of Pre-constructed Publicly Verifiable Secret Sharing323Apache-2.0AlgorithmsCryptography ghostflow-autogradAutomatic differentiation for GhostFlow ML framework323MIT OR Apache-2.0AlgorithmsScience rbp-clusteringHierarchical k-means clustering with Earth Mover's Distance for poker hand abstraction322MITAlgorithmsMathematics sdivi-corePure-compute facade for the Structural Divergence Indexer — WASM-compatible, no I/O321Apache-2.0AlgorithmsDevelopment tools ghostflow-optimOptimizers for GhostFlow ML framework321MIT OR Apache-2.0AlgorithmsScience ghostflow-dataData loading utilities for GhostFlow ML framework321MIT OR Apache-2.0AlgorithmsScience incr-coreShared core for the incr family. Strategy-parameterized incremental computation engine. Used via incr-compute (single-threaded)…321Apache-2.0AlgorithmsData structures ferrotorch-llamaLlama 3 / Meta LLaMA model composition and weight loading for ferrotorch320MIT OR Apache-2.0AlgorithmsMathematics coppConvex-objective path parameterization for robotic trajectory planning.320MITAlgorithmsMathematics sheafHierarchical structure, community detection, reconciliation, and conformal prediction320MIT OR Apache-2.0AlgorithmsMathematics cubek-interpolateCubeK: Interpolation320MIT OR Apache-2.0AlgorithmsMathematics mimirs-densityDensity matrix algebra for quantum memory representation in MimirsWell320MPL-2.0AlgorithmsScience fuzziesA fast, memory-mapped fuzzy search dictionary using FSTs and Levenshtein automata.320MITAlgorithmsData structures moritzbrantner-math-signal-coreShared signal-domain math for windows, frame strides, resampling, and biquad design.319MIT OR Apache-2.0AlgorithmsComputer vision rangebar-hurstHurst Exponent estimator functions for range bar financial analysis319MITAlgorithmsMathematics rustrade-riskGeneric risk primitives (position sizing, circuit breakers, session PnL) for rustrade319MITAlgorithmsFinance wgsl-fftGPU-accelerated FFT using Webgpu compute shaders319MITAlgorithmsMultimedia ghostflow-cudaCUDA backend for GhostFlow ML framework317MIT OR Apache-2.0AlgorithmsScience floreconReconciliation as partitioning: parse a bag of entries into groups. A small combinator algebra over identity, with a…316MITAlgorithmsFinance moritzbrantner-video-analysis-ingestMedia ingest traits and source adapters for video-analysis.316MIT OR Apache-2.0AlgorithmsComputer vision ferrolearn-sparseSparse matrix types for the ferrolearn ML framework316MIT OR Apache-2.0AlgorithmsScience iqdb-filterCanonical metadata-filter evaluator for vector search: validate-on-construction and infallible per-row evaluation - part of the…316Apache-2.0 OR MITAlgorithmsData structures moenarch-math-linearDense matrix and kernel contracts bridging tensor-data and vector-analysis-core.315MIT OR Apache-2.0AlgorithmsComputer vision sketching-coreShared primitives for probabilistic cardinality sketches.314MITAlgorithmsNo standard library flow-utilsShared algorithms and utilities for flow cytometry crates314MITAlgorithmsScience propagators-chirhoA Rust implementation of propagator networks for constraint propagation and bidirectional computation313MITAlgorithmsMathematics quilibrium-verkleVerkle trie implementation with KZG commitments for Quilibrium313MITAlgorithmsCryptography nt-memoryHierarchical memory system for Neural Trader - ReasoningBank-compatible with L1/L2/L3 caching312MIT OR Apache-2.0AlgorithmsCaching anomstreamStreaming anomaly detection toolkit — Random Cut Forest, per-feature drift, streaming sketches, SOC triage, hot-path ingress.…311Apache-2.0AlgorithmsData structures unitx-coreFast unit conversion primitives with live currency rates.311MITAlgorithmsScience rankitLearning-to-rank losses and evaluation311MIT OR Apache-2.0AlgorithmsMathematics loess-rsLOESS (Locally Estimated Scatterplot Smoothing)310MIT OR Apache-2.0AlgorithmsScience pmetal-bridgeZero-allocation MLX bridge — standalone C++ layer that replaces mlx-rs310MIT OR Apache-2.0AlgorithmsScience shipper-retryRetry strategies and backoff policies for shipper310MIT OR Apache-2.0AlgorithmsAsynchronous u-nesting-cuttingCutting path optimization for U-Nesting spatial optimization engine310MITAlgorithmsMathematics llm-sentinel-detectionMulti-algorithm anomaly detection engine (Z-Score, IQR, MAD, CUSUM) for LLM telemetry309Apache-2.0AlgorithmsScience mnem-annApproximate-nearest-neighbour (HNSW) vector index for mnem. Feature-gated alternative to the built-in brute-force index in…309Apache-2.0AlgorithmsDatabase interfaces zer-blockingBlocking strategies and inverted index for candidate pair generation in zer309Apache-2.0AlgorithmsText processing rusty-geniusPublic facade for rusty-genius309MITAlgorithmsAsynchronous yscv-evalEvaluation metrics (mAP, MOTA, HOTA) and dataset adapters309MIT OR Apache-2.0AlgorithmsComputer vision moenarch-image-analysis-processingCPU image processing primitives for video-analysis.308MIT OR Apache-2.0AlgorithmsComputer vision odisFormal Concept Analysis algorithms and data structures308AGPL-3.0-onlyAlgorithmsData structures velocityxA production-ready Rust crate for lock-free concurrent data structures with performance monitoring307MIT OR Apache-2.0AlgorithmsConcurrency moritzbrantner-audio-analysis-coreShared audio frame conversion, windowing, and streaming helpers for video-analysis.307MIT OR Apache-2.0AlgorithmsComputer vision rlx-cortexmCortex-M backend for RLX — INT8 kernels for ARMv7E-M microcontrollers (e.g. nRF52840)307GPL-3.0-onlyAlgorithmsCompilers lowe-siftA paper-oriented Rust implementation of Lowe's SIFT detector, descriptor, BBF matcher, and Hough recognition helpers.307MITAlgorithmsMultimedia::Images oxibonsai-cliPure Rust 1-bit LLM inference engine for PrismML Bonsai models — CLI306Apache-2.0AlgorithmsCommand line utilities fin-primitivesFinancial market primitives: validated types, order book, OHLCV aggregation, 550+ streaming technical indicators, position…306MITAlgorithmsData structures num-absurdA mathematical framework extending traditional field theory to allow division by zero in an algebraically consistent manner305MITAlgorithmsMathematics zer-clusterConnected-components clustering and entity storage for the zer entity-resolution library305Apache-2.0AlgorithmsData structures oxiz-optOptimization engine for OxiZ (MaxSMT, OMT)305Apache-2.0AlgorithmsMathematics xml-3dm3-way XML diff and merge tool304LGPL-2.1-or-laterAlgorithmsText processing moritzbrantner-model-runtimeGeneric model specs, bundles, downloads, and job helpers for multimodal runtimes.304MIT OR Apache-2.0AlgorithmsComputer vision dd-shared-typesUnified shared types and interfaces for decentralized decision making ecosystem303MITAlgorithmsCryptography lucid-coreReconstructive memory retrieval engine using ACT-R spreading activation303GPL-3.0AlgorithmsScience dd_algorithms_libA library for decentralized decision making, fair division algorithms, and governance mathematics303MITAlgorithmsMathematics tp-lib-coreCore library for GNSS track axis projection with spatial indexing303Apache-2.0AlgorithmsScience::Geospatial yscv-imgproc100+ SIMD-accelerated image processing operations for u8 and f32303MIT OR Apache-2.0AlgorithmsComputer vision wcqA Scalable, Portable, and Memory-Efficient Lock-Free FIFO Queue (DISC '19)302MIT OR BSD-2-ClauseAlgorithmsConcurrency decentralized_governance_libA library for decentralized decision making, fair division algorithms, and governance mathematics302MITAlgorithmsMathematics matchsorterFuzzy string matching and sorting, inspired by match-sorter302MIT OR Apache-2.0AlgorithmsText processing zer-schemaSchema inference and Fellegi-Sunter model registry for the zer entity-resolution library301Apache-2.0AlgorithmsData structures eennA hybrid neural-symbolic constraint solver with cognitive reasoning capabilities301MIT OR Apache-2.0AlgorithmsMathematics yscv-optimOptimizers (SGD, Adam, LAMB), LR schedulers, and gradient clipping301MIT OR Apache-2.0AlgorithmsComputer vision mistralrs-kv-cacheTrait interface for compressed KV-cache implementations in mistral.rs300MIT OR Apache-2.0AlgorithmsScience liturgical-calendar-coreLightning-fast, no_std, no_alloc runtime for the Catholic liturgical calendar (Novus Ordo, 1969–2399). Provides O(1) read access…300MIT OR Apache-2.0AlgorithmsDate and time yscv-recognizeFace/object recognition with cosine matching and VP-Tree ANN300MIT OR Apache-2.0AlgorithmsComputer vision hayaiHayai (速い) — generic fast-match engine with pluggable normalizers and prefilters299MITAlgorithmsText processing swarcSmall World Approximate Recall Crate - A high-performance HNSW implementation in Rust299MITAlgorithmsData structures rusty-genius-cordSpinalCord: Message forwarding layer for rusty-genius299MITAlgorithmsAsynchronous mhinprotocolReference Rust implementation of the MY HASH IS NICE (MHIN) protocol.299MIT OR Apache-2.0AlgorithmsCryptography::Cryptocurrencies fsmallSmall finite state machine library with no allocations, supports Mealy and Moore298MITAlgorithmsEmbedded development oxiz-spacerProperty Directed Reachability (PDR/IC3) engine for OxiZ - Horn clause solving298Apache-2.0AlgorithmsDevelopment tools::Testing strongly-connected-componentsDecomposes a graph into Strongly Connected Components and to sorts them in topological order.296MITAlgorithms rubiks-cube-representationA mathematical library for representing and analyzing Rubik's cubes using group theory and tile permutations296MITAlgorithmsMathematics rlevo-coreCore traits and types for rlevo (internal crate — use `rlevo` for the full API)296MIT OR Apache-2.0AlgorithmsScience moritzbrantner-text-transcriptsTranscript parsing and ASR command adapters for video-analysis.295MIT OR Apache-2.0AlgorithmsComputer vision flow-resolverDependency resolution, topological sorting, and scheduling scores for Flow features295MITAlgorithmsDevelopment tools openraft-rt-monoiomonoio AsyncRuntime support for Openraft294MIT OR Apache-2.0AlgorithmsAsynchronous coral-blasa pure-rust safe blas implementation293MITAlgorithmsMathematics zakura-tower-batch-controlTower middleware for batch request processing. Internal Zakura fork, published to support cargo install zakura293MITAlgorithmsAsynchronous tsp-rsTSP tooling written in Rust.292MIT OR Apache-2.0Algorithms agariA Riichi Mahjong hand calculator and scoring engine291MITAlgorithmsGame development jdb_xorfUltra-fast Xor and Binary Fuse filters for Rust / 极致性能的 Rust Xor 与 Binary Fuse 过滤器290MITAlgorithmsCompression triplets-debugReusable debug/demo runners for the triplets data pipeline framework.290MIT OR Apache-2.0AlgorithmsArtificial intelligence collide-rayRay collider implementation for the collide crate290MIT OR Apache-2.0AlgorithmsData structures nano-hyperloglogA Redis-compatible HyperLogLog service with pluggable storage backends289MIT OR Apache-2.0AlgorithmsData structures global_digital_addressSquare-cell Web Mercator encoder/decoder for globally unique grid codes289MITAlgorithmsEncoding use-catalanUtility-first Catalan-family scaffolding for RustUse289MIT OR Apache-2.0AlgorithmsMathematics jdb_lruEfficient LRU cache with zero-allocation alternatives / 高效LRU缓存与零分配替代方案289MulanPSL-2.0AlgorithmsData structures reasonkit-coreThe Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols288Apache-2.0AlgorithmsCommand line utilities neural-trader-predictorConformal prediction SDK/CLI for neural trading with guaranteed intervals288MIT OR Apache-2.0AlgorithmsFinance fountain_utilityData operators and testing utilities for fountain code libraries288MITAlgorithmsDevelopment tools::Testing laplSpectral methods: graph Laplacian, eigenmaps, spectral clustering288MIT OR Apache-2.0AlgorithmsMathematics nt-portfolioPortfolio management and tracking for Neural Trader - positions, P&L, performance analytics287MIT OR Apache-2.0AlgorithmsFinance nt-backtestingHigh-performance backtesting engine for Neural Trader - vectorized calculations and event-driven simulation287MIT OR Apache-2.0AlgorithmsFinance viser-metricsMetric-vs-metric correlation and divergence analysis for viser287BSD-2-ClauseAlgorithmsMultimedia::Video blprsFast Berry–Levinsohn–Pakes (BLP) estimation for random coefficients logit models287MITAlgorithmsMathematics ruvector-sparse-inferencePowerInfer-style sparse inference engine for efficient neural network inference on edge devices287MITAlgorithmsScience zakura-tower-fallbackA Tower service combinator that sends requests to a first service, then retries processing on a second fallback service if the…287MIT OR Apache-2.0AlgorithmsAsynchronous hop-hashA Rust hash table using 8-way hopscotch hashing with constant-time worst-case lookups, and SIMD acceleration.286MIT OR Apache-2.0AlgorithmsData structures openraft-rt-compiocompio AsyncRuntime support for Openraft285MIT OR Apache-2.0AlgorithmsAsynchronous martini_rtinA Rust implementation of the RTIN algorithm285ISCAlgorithmsGame development mathhook-coreCore mathematical engine for MathHook - expressions, algebra, and solving285MIT OR Apache-2.0AlgorithmsMathematics merc_reductionReducing and comparing labelled transition systems modulo various bisimulation equivalences285BSL-1.0AlgorithmsScience yscv-threadpoolCustom work-stealing thread pool with priority-aware cold-idle spin — drop-in for rayon::ThreadPool in yscv inference paths285MIT OR Apache-2.0AlgorithmsComputer vision ax-symHigh-performance scoped symbol table for compilers, linters, and LSP servers — backed by axhash-map284MITAlgorithmsData structures nt-neuralNeural network integration for Neural Trader - LSTM, transformers, and deep learning models with Candle283MIT OR Apache-2.0AlgorithmsFinance mimirs-oracleVerifiability and accuracy oracle for memory fact verification282MPL-2.0AlgorithmsScience rlx-optimRLX training-step optimizers — Adam, AdamW, NAdamW, RAdam, QHAdamW, LAMB, Adafactor, Lion, SOAP, Kron-PSGD, Muon, Sophia, MARS282GPL-3.0-onlyAlgorithmsCompilers amaters-clusterConsensus layer for AmateRS (Ukehi)282Apache-2.0AlgorithmsDatabase implementations pr4xis-runtimeThe pr4xis runtime — load a .prx ontology as data, deserialize into the free category, rebind into the closed world; grounds only…281CC-BY-NC-SA-4.0AlgorithmsMathematics nt-featuresFeature extraction and engineering for Neural Trader - technical indicators and market signals281MIT OR Apache-2.0AlgorithmsFinance similar_linesDetect identical lines shared between two repositories using a suffix-array index281MIT OR Apache-2.0AlgorithmsCommand line utilities aprender-randCounter-based parallel RNG — Philox 4x32-10 with provable statistical properties281MIT OR Apache-2.0AlgorithmsMathematics moritzbrantner-audio-analysis-transcriptionRust-native audio and video transcription orchestration for video-analysis.281MIT OR Apache-2.0AlgorithmsComputer vision sliding-ringCache-friendly sliding ring buffer keyed to an anchor coordinate for ultra-low-latency workloads.279MIT OR Apache-2.0AlgorithmsData structures resampleA library based on libsamplerate for converting samplerates278BSD-2-ClauseAlgorithmsAPI bindings whereexprA fast, expressive rule-based filtering engine for Rust that evaluates boolean expressions over any data structure278MITAlgorithmsData structures numra-optimOptimization for Numra: BFGS, L-BFGS, L-BFGS-B, Levenberg-Marquardt, Nelder-Mead, CMA-ES, SQP, LP/MILP, augmented Lagrangian,…278LicenseRef-Numra-Academic-Research-NonCommercialAlgorithmsMathematics rlx-coremlApple CoreML / Neural Engine (ANE) backend for RLX — lowers the IR to an ML Program (MIL) and runs it through CoreML.framework278GPL-3.0-onlyAlgorithmsCompilers matchkitVocabulary types for multi-pattern matching — Match struct, Matcher trait, shared errors275MITAlgorithmsText processing iqdb-flatBrute-force exact nearest-neighbor search and recall ground truth - part of the iQDB family.275Apache-2.0 OR MITAlgorithmsData structures axhash-indexmapIndexMap and IndexSet powered by indexmap (SwissTable) and the axhash engine.275MITAlgorithmsData structures ucm-eventsEvent sourcing and projection layer for UCM graphs274MITAlgorithmsDevelopment tools radix_mlpRadixMLP: Prefix-based computation sharing for transformer models273MITAlgorithmsData structures zfp-rsA pure-Rust implementation of the ZFP compression algorithm273MIT OR Apache-2.0AlgorithmsMathematics echidna-optimOptimization solvers and implicit differentiation for echidna273MIT OR Apache-2.0AlgorithmsMathematics dress-graphDRESS is a deterministic, parameter-free framework for continuous structural graph refinement. It iterates a nonlinear dynamical…272MITAlgorithmsScience arcweightA high-performance, modular library for weighted finite state transducers with comprehensive examples and benchmarks272Apache-2.0AlgorithmsData structures gcdnAn algorithmically faster implementation of variadic GCD.272MIT OR Apache-2.0Algorithms anofox-ml-coreCore traits and types for the anofox-ml machine learning library271MIT OR Apache-2.0AlgorithmsScience rlx-sam-irShared SAM / SAM2 mask-decoder IR helpers271GPL-3.0-onlyAlgorithmsScience ebnftobnfA straightforward EBNF to BNF reducer271MITAlgorithmsCompilers rill-mlLightweight, serializable online machine learning for Rust applications and streaming data.271MITAlgorithmsScience tlsh-rsPure Rust TLSH implementation with library and CLI support.270Apache-2.0 OR BSD-3-ClauseAlgorithmsCommand line utilities oxirs-tsdbTime-series optimizations for OxiRS semantic web platform270Apache-2.0AlgorithmsCompression ratatui-auto-gridSimple auto-grid layout utility for ratatui TUI applications269MIT or Apache-2.0AlgorithmsCommand-line interface recursive-kernel-coreNon-authoritative recursive inference kernel schemas and operator contracts269MITAlgorithmsScience aprender-tensorN-dimensional tensor contractions — Einstein summation via TTGT (cuTENSOR parity)269MIT OR Apache-2.0AlgorithmsMathematics ruqu-algorithmsProduction-ready quantum algorithms in Rust - VQE for chemistry, Grover's search, QAOA optimization, Surface Code error correction266MITAlgorithmsScience aprender-fftFast Fourier Transform — Stockham auto-sort algorithm with SIMD acceleration266MIT OR Apache-2.0AlgorithmsMathematics ferrotorch-mpsApple Silicon (Metal Performance Shaders) backend skeleton for ferrotorch265MIT OR Apache-2.0AlgorithmsMathematics fukurow-dlOWL DL reasoning engine for Fukurow (complete tableau algorithm with individual reasoning)265MIT OR Apache-2.0AlgorithmsData structures dgen-dataHigh-performance random data generation with controllable deduplication and compression265MIT OR Apache-2.0AlgorithmsDevelopment tools::Profiling constraint-compilerDeterministic projection-to-inference graph compiler for the recursive inference kernel265MITAlgorithmsCompilers hash-linkKeep elements insert order while searchable by hash265MITAlgorithmsData structures mantis-taComposable technical analysis and strategy engine for Rust264MIT OR Apache-2.0AlgorithmsFinance fukurow-shaclSHACL Core and SHACL-SPARQL validation for Fukurow264MIT OR Apache-2.0AlgorithmsParsing tools aprender-imageGPU image processing primitives — convolution, Gaussian blur, Sobel, Canny edge detection264MIT OR Apache-2.0AlgorithmsMultimedia::Images renkinUltra-fast retrosynthesis engine for computer-aided synthesis planning (CASP) — pure Rust, WASM-ready, Python bindings via PyO3264MITAlgorithmsCommand line utilities moenarch-image-analysis-segmentationImage segmentation prompts, masks, and segment contracts for video-analysis.263MIT OR Apache-2.0AlgorithmsComputer vision polymarket-kernelUltra-low latency Polymarket decision-support and risk engine with runtime AVX-512 acceleration, quoting kernel, analytics, and…263MITAlgorithmsFinance ferrotorch-mlSklearn-compatible adapter for ferrotorch — Tensor ↔ ndarray + curated ferrolearn re-exports262MIT OR Apache-2.0AlgorithmsMathematics moenarch-data-inversion-coreShared fidelity and inversion trace metadata for generated analysis outputs.262MIT OR Apache-2.0AlgorithmsComputer vision waymark-tilecacheDynamic obstacle management and tile caching for navigation meshes262MIT OR Apache-2.0AlgorithmsGame development phonetikPhonetic analysis engine for English. Rhyme detection, stress scanning, meter analysis, and syllable counting with a 126K-word…262MITAlgorithmsText processing ider高性能时间戳ID生成器 / High-performance timestamp ID generator261MulanPSL-2.0AlgorithmsConcurrency moenarch-image-analysis-ioStill-image PNG/JPEG/WebP loading and saving for video-analysis.261MIT OR Apache-2.0AlgorithmsComputer vision rlx-bertBERT graph builder for RLX261GPL-3.0-onlyAlgorithmsScience symprojCodebook-based token-to-vector projection261MIT OR Apache-2.0AlgorithmsScience ferroplan-cliCommand-line interface (the `ff` binary) for the ferroplan PDDL planner261MIT OR Apache-2.0AlgorithmsCommand line utilities moenarch-vision-coreShared visual detection, embedding, and identity-match contracts for multimodal analysis.260MIT OR Apache-2.0AlgorithmsComputer vision kizzasi-logicTensorLogic bridge for Kizzasi - constraint enforcement and safety guardrails260Apache-2.0AlgorithmsMathematics oxiphysics-collisionCollision detection algorithms for the OxiPhysics engine260Apache-2.0AlgorithmsGame engines oxinum-coreCore traits and error types for OxiNum260Apache-2.0AlgorithmsMathematics oxibonsai-evalModel evaluation harness for OxiBonsai — perplexity, MMLU, benchmarks259Apache-2.0AlgorithmsScience samyama-optimizationHigh-performance metaheuristic optimization algorithms (Jaya, Rao, TLBO, BMR, BWR, BMWR, QOJaya, ITLBO, SAMP-Jaya, EHR-Jaya,…258Apache-2.0AlgorithmsMathematics omega-agentdbAdvanced vector database with ruvector integration for agent storage and skill management257MITAlgorithmsData structures rxgraphHigh-performance graph traversal engine257MITAlgorithmsData structures swipe-rsPure-DSP SWIPE'/SWIPE pitch estimator in Rust (multi-resolution mel-axis variant)257Apache-2.0AlgorithmsMultimedia::Audio rlx-wav2vec2-bertWav2Vec2-BERT speech encoder for RLX257GPL-3.0-onlyAlgorithmsScience oxicuda-rlGPU-accelerated reinforcement learning primitives for OxiCUDA256Apache-2.0AlgorithmsScience omega-memory12-tier cosmic memory system with automatic consolidation (Instant → Omega)256MITAlgorithmsData structures neuromodA high-performance Rust SNN library for neuroscience research and pure spiking neural network library featuring LIF, Izhikevich,…256GPL-3.0AlgorithmsScience of_signalsSignal modules and gating policy for the Orderflow engine256MITAlgorithmsFinance mimirs-identityPersistent synthetic identity and topological stabilization for MimirsWell256MPL-2.0AlgorithmsScience omega-loops7 temporal cognitive loops from Reflexive (1ms) to Transcendent (10y) for multi-scale processing255MITAlgorithmsData structures fast-sparse-merkle-treeFast Sparse Merkle Tree (SMT) library in Rust, using TurboSHAKE128 as default hash function255MITAlgorithmsCryptography wesichain-agentRust-native LLM agents & chains with resumable ReAct workflows254Apache-2.0 OR MITAlgorithmsAsynchronous pmetal-cliCommand-line interface for PMetal LLM fine-tuning254MIT OR Apache-2.0AlgorithmsScience oxicuda-trainGPU-accelerated training engine: fused optimizer update kernels, gradient checkpointing, LR schedulers, and ZeRO optimizer state…253Apache-2.0AlgorithmsScience oximedia-timesyncTime synchronization and media clock management253Apache-2.0AlgorithmsMultimedia rlx-vjepa2V-JEPA 2 video encoder for RLX253GPL-3.0-onlyAlgorithmsScience sw_galaxy_map_coreCore library for Star Wars galaxy exploration, search, routing, and unknown-planet workflows253MIT OR Apache-2.0AlgorithmsDatabase interfaces moritzbrantner-runtime-onnxDomain-neutral ONNX Runtime session and tensor helpers.253MIT OR Apache-2.0AlgorithmsComputer vision