-
rand
Random number generators and other randomness functionality
-
safetensors
functions to read and write safetensors which aim to be safer than their PyTorch counterpart. The format is 8 bytes which is an unsized int, being the size of a JSON header, the JSON…
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flume
A blazingly fast multi-producer channel
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clickhouse
Official Rust client for ClickHouse DB
-
foldhash
A fast, non-cryptographic, minimally DoS-resistant hashing algorithm
-
gpiocdev
Access GPIO lines on Linux using the GPIO character device
-
gxhash
non-cryptographic algorithm
-
cardinality-estimator
estimating the cardinality of distinct elements in a stream or dataset
-
fundsp
Audio processing and synthesis library
-
hyperloglog
in Rust
-
dssim
Tool that measures structural similarity between images using a multi-scale variant of the SSIM algorithm
-
fips204
FIPS 204: Module-Lattice-Based Digital Signature
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classi-cine
that builds smart video playlists by learning your preferences through Bayesian classification
-
nodit
Discrete Interval Tree Data-Structures, which are based off BTreeMap
-
f256
Octuple-precision floating-point arithmetic
-
boxcars
Rocket league replay parser
-
moc
made to create and manipulate HEALPix Multi-Order Coverages maps (MOCs), see https://ivoa.net/documents/MOC/
-
mmnn
Micro Managed Neural Network
-
hctr2-rs
HCTR2 and HCTR3 length-preserving encryption with format-preserving variants
-
mahler
An automated job orchestration library that builds and executes dynamic workflows
-
pldag
A DAG-based combinatorial-model framework with optional GLPK solving back-end
-
scirs2-stats
Statistical functions module for SciRS2 (scirs2-stats)
-
lowess
(Locally Weighted Scatterplot Smoothing)
-
quantiles
a collection of approximate quantile algorithms
-
openai-tools
Tools for OpenAI API
-
scirs2-metrics
Machine Learning evaluation metrics module for SciRS2 (scirs2-metrics)
-
ship162
A real-time AIS data decoder
-
headson
Budget‑constrained JSON preview renderer
-
tensorlogic-ir
Intermediate representation (IR) and AST types for TensorLogic
-
mcp-council
MCP server for multi-LLM peer review and council deliberation workflow
-
jam-rs
Just another (genomic) minhash (Jam) implementation in Rust
-
neuromorphic-drivers
Neuromorphic devices drivers
-
quantrs2-anneal
Quantum annealing support for the QuantRS2 framework
-
rusty_neat
Pretty good NEAT implementation
-
procfd
fast, and user-friendly alternative to lsof on Linux to list process file descriptors
-
idsp
DSP algorithms for embedded, mostly integer math
-
fastapi-core
Core types and traits for the FastAPI Rust framework
-
medmodels
Limebit MedModels Crate
-
fastapi-http
Zero-copy HTTP/1.1 parser for fastapi_rust
-
loess-rs
LOESS (Locally Estimated Scatterplot Smoothing) implementation in Rust
-
tla-checker
A TLA+ model checker written in Rust
-
tenflowers-neural
Neural network layers, models and training APIs for TenfloweRS
-
logicaffeine-data
WASM-safe data structures and CRDTs - NO IO
-
jpegli-rs
Pure Rust JPEG encoder/decoder - port of Google's jpegli with perceptual optimizations
-
torsh-nn
Neural network modules for ToRSh with PyTorch-compatible API
-
mkaudiolibrary
Modular audio processing library including MKAU plugin format based on Rust
-
packtab
Pack static integer tables into compact multi-level lookup tables
-
gnss-rtk
GNSS position solver
-
vsf
Versatile Storage Format
-
bitnet-core
Core BitNet implementation with fundamental data structures and algorithms
-
llama-gguf
A high-performance Rust implementation of llama.cpp - LLM inference engine with full GGUF support
-
openentropy-cli
CLI for openentropy — your computer is a hardware noise observatory
-
iron_learn
ML library with GPU-accelerated gradient descent. Supports tensors, complex numbers, linear/logistic regression, and CUDA optimization.
-
cbor-data
using CBOR as in-memory representation for working with dynamically shaped data
-
sark0y_tam_rst
Automation tool to make Console/Terminal more comfy. Have a great Day & Night, Dear User 💯❤️
-
vllora_llm
LLM client layer for the Vllora AI Gateway: unified chat-completions over multiple providers (OpenAI, Anthropic, Gemini, Bedrock, LangDB proxy) with optional tracing/telemetry
-
camera-stream
A cross-platform library for streaming frames from cameras, initially supporting only macOS
-
neurons
Neural networks from scratch, in Rust
-
hill_descent_lib
Genetic algorithm library for n-dimensional optimization problems
-
urandom
Produce and consume randomness, to convert them to useful types and distributions, and some randomness-related algorithms
-
celestial-coords
Astronomical coordinate transformations
-
gguf-rs
GGUF file parser
-
setrixtui
Setris/Sandtrix-style falling-sand puzzle game in the terminal
-
biometal
ARM-native bioinformatics library with streaming architecture and evidence-based optimization
-
hermes-llm
LLM training from scratch using Candle
-
axonml-optim
Optimizers and learning rate schedulers for the Axonml ML framework
-
jax-rs
JAX in Rust - A complete machine learning framework with WebGPU acceleration
-
varlociraptor
calling of genomic variants using a latent variable model
-
hyperloglockless
High-performance HyperLogLog with bias correction and full concurrency support
-
hooo
Propositional logic with exponentials
-
fastapi-output
Agent-aware rich console output for fastapi_rust
-
google-places-api
Unofficial Google Places API for rust
-
scx_p2dq
pick two load balancing scheduler in BPF
-
bvh-arena
A bounding-volume hierarchy for in-game broad-phase collision detection
-
codec-eval
Image codec comparison and evaluation library
-
qatsi
Stateless secret generation via hierarchical memory-hard key derivation using Argon2id
-
zenjpeg
Pure Rust JPEG encoder/decoder with perceptual optimizations
-
savecontext-cli
SaveContext CLI - Persistent memory for AI coding agents
-
numr
High-performance numerical computing with multi-backend GPU acceleration (CPU/CUDA/WebGPU)
-
entrenar
Training & Optimization library with autograd, LoRA, quantization, and model merging
-
lsm9ds0
Platform-agnostic async driver for the LSM9DS0 IMU
-
ushcn
US Historical Climatology Network data downloader
-
elegans
C. elegans nervous system — 302 undifferentiated neurons develop into a functional worm brain through imaginal disc developmental phases
-
mcp-langbase-reasoning
MCP server providing structured reasoning via Langbase Pipes - linear, tree, divergent, Graph-of-Thoughts, and decision framework modes
-
spirix
Two's complement floating-point arithmetic library
-
knossos
generating and rendering mazes
-
openentropy-tests
NIST SP 800-22 inspired randomness test battery
-
bitnet-quant
1.58-bit quantization engine for BitNet neural networks
-
adk-skill
AgentSkills parser, index, and runtime injection helpers for ADK-Rust
-
joker_calculus
Joker Calculus in Rust
-
vitaminc-password
Secure password generator. Part of the Vitamin-C cryptographic suite.
-
mixed-signals
Generic signal generator library for animations, audio, games, and simulations
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chaos_theory
Modern property-based testing and structure-aware fuzzing library
-
rust-lstm
A complete LSTM neural network library with training capabilities, multiple optimizers, and peephole variants
-
symbios
A derivation engine for L-Systems (ABOP compliant)
-
datasynth-core
Core domain models, traits, and distributions for synthetic accounting data generation
-
fingerprints
Property estimation from samples: fingerprints, entropy/support estimators, and (future) unseen reconstruction
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nanonis-rs
Rust client library for Nanonis SPM system control via TCP
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rank-eval
Ranking evaluation metrics: NDCG, MAP, MRR, precision, recall. TREC format support.
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topological-coherence
Toroidal logit bias for LLM hallucination reduction — Tonnetz geometry primitives validated on 4 models (TruthfulQA 817 samples)
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wham
weighted histogram analysis method
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pidgeon
A robust, thread-safe PID controller library written in Rust
-
llmrs
Unofficial Rust SDK for IBM WatsonX AI platform
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sobol_burley
A seedable Owen-scrambled Sobol sequence
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colorrs
CLI for outputting terminal colour test images
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runnx
A minimal, verifiable ONNX runtime implementation in Rust
-
bs2b
Bauer stereophonic-to-binaural (bs2b) DSP library in Rust
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nnl
A high-performance neural network library for Rust with CPU and GPU support
-
alman
A command-line tool and TUI for managing shell aliases with intelligent suggestions
-
vivalaakam_neuro_neat
work with neat network
-
turbine
3D game engine for content production
-
moonpool-sim
Simulation engine for the moonpool framework
-
segmented-vec
A vector with stable element addresses using segmented allocation and O(1) index-to-segment mapping
-
encoding_rs_io
Streaming transcoding for encoding_rs
-
minimum_ml
Experimental Machine Learning Library
-
qres_core
Deterministic no_std runtime for quantum-resilient swarm consensus with fixed-point arithmetic, Byzantine aggregation, and ZK proofs
-
prime-radiant
Universal coherence engine using sheaf Laplacian mathematics for AI safety, hallucination detection, and structural consistency verification in LLMs and distributed systems
-
hitbox-moka
In-memory cache backend for Hitbox using Moka
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fastapi-rust
Ultra-optimized Rust web framework inspired by FastAPI
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onnx-extractor
Lightweight ONNX model parser for extracting tensor shapes, operations, and data
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mantis-ta
Composable technical analysis and strategy engine for Rust
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bitnet-benchmarks
Comprehensive benchmarking suite for BitNet implementation
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tracing-log-sample
A tracing-subscriber layer that rate-limits log output using reservoir sampling
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fiasto
High-performance modern Wilkinson's formula parsing for statistical models. Parses R-style formulas into structured JSON metadata supporting linear models, mixed effects, and complex statistical specifications.
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dartminhash
Fast Sketching for Weighted Sets
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openai_api_rust
A very simple Rust library for OpenAI API, free from complex async operations and redundant dependencies
-
distributed-cpu-stress-reporter
HTTP server that stress-tests CPU cores and reports performance metrics for measuring CPU performance in virtualized environments
-
oaxaca_blinder
performing Oaxaca-Blinder decomposition on Polars DataFrames, with support for categorical variables and bootstrapped standard errors
-
qecp
Quantum Error Correction Playground for Surface Code Research
-
rusty-tip
Nanonis SPM system control via TCP
-
instmodel_inference
High-performance neural network inference library with instruction-based execution
-
styx-codec
Codec registry and MJPEG/raw codecs for the Styx media stack
-
direct-neural-biasing
Python and C++ bindings for low-latency, closed-loop neuroscience research
-
a5
High-performance Rust implementation of the A5 hierarchical spatial indexing system
-
lcdm-background
Standard ΛCDM background cosmological evolution and distances
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ph-qmi8658
Asynchronous driver for the QMI8658 IMU sensor
-
instmodel
Instruction-based neural network model training library using Burn
-
axonml-cli
Command-line interface for the Axonml ML framework
-
ringgrid
Pure-Rust detector for coded ring calibration targets
-
uf-ahrs
attitude and heading estimation using gyroscope, accelerometer and magnetometer
-
opensimplex2
Port of OpenSimplex2
-
wc_fir
A pure-Rust library for modeling working capital drivers using Finite Impulse Response (FIR) filters, with support for manual profiles and automatic lag selection via OLS and Lasso
-
qres_sim
Simulation and evaluation engine for QRES swarm dynamics and regime testing
-
zima
An attempt to create a modern package for the needs of applied statistics
-
hypeerlog
A fast, distributable, and lightweight HyperLogLog implementation with bias correction
-
switchy_random
Switchy RNG package
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autograph
A machine learning library for Rust
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debaser
Deterministic release name generator
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kadcast
Network Protocol
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node2vec-rs
A node2vec implementation in Rust via the Burn tensor framework
-
optirs-learned
OptiRS learned optimizers and meta-learning
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lcdm-boltzmann
Boltzmann solver integration for ΛCDM
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greedytile
Random greedy pixel pattern generation algorithm
-
wass
Optimal transport: Wasserstein distance, Sinkhorn algorithm, and Sinkhorn divergence
-
rgen-tool
rgen is a deterministic, language-agnostic code generation framework that treats software artifacts as projections of knowledge graphs
-
vialctl
Control Vial-compatible keyboards from the command line
-
mincdc
A very simple yet efficient content-defined chunking algorithm
-
u-nesting
Domain-agnostic 2D/3D spatial optimization engine - nesting and bin packing
-
kn-cuda-eval
A CUDA executor for neural network graphs
-
policyai
mechanism for unstructured, composable policies that transform unstructured text into structured outputs
-
minidx
compile-time-sized neural networks
-
torsh-series
Time series analysis components for ToRSh - powered by SciRS2
-
lattix
Graph/KG substrate: triples + PageRank + random walks
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tensorlogic-train
Training loops, loss composition, and optimization schedules for TensorLogic
-
torsh-functional
Functional programming utilities for ToRSh tensors
-
tensorlogic-trustformers
Transformer-as-rules: Self-attention and FFN layers as einsum expressions
-
avila-math
Arxis Foundation: The ARX (fortress) - Mathematical kernel with quaternions, tensors, 4D geometry, Conv4D, differential operators
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gbrt-rs
Gradient Boosted Regression Trees in Rust
-
trueno-gpu
Pure Rust PTX generation for NVIDIA CUDA - no LLVM, no nvcc
-
geoveil_mp
High-performance GNSS multipath analysis library with support for RINEX v2/v3/v4, SP3 precise orbits, and multi-constellation processing
-
tidyvcf
command-line tool to convert VCF files to tab/comma separated tables
-
ballpark
Approximate comparisons for floating-point numbers
-
sheesy-cli
The 'share-secrets-safely' CLI to interact with GPG/pass-like vaults
-
longcallR
SNP calling and haplotype phasing with long RNA-seq reads
-
list_math
doing math on a list including average, smallest, largest, and standard deviation
-
torsh-graph
Graph neural network components for ToRSh - powered by SciRS2
-
trustformers-optim
Optimizers for TrustformeRS
-
bbse
Backward Binary Search Encoding — minimal and deterministic scheme for sorted domains
-
torsh-sparse
Sparse tensor operations for ToRSh with SciRS2 integration
-
bias-shared-arena
A thread-safe & efficient memory pool
-
bias-goblin
An impish, cross-platform, ELF, Mach-o, PE, and TE binary parsing and loading crate
-
llm-samplers
Token samplers for large language models
-
nbml
Machine Learning Primitives
-
alpha-micrograd-rust
Expression tree, automatic gradients, neural networks, layers and perceptrons
-
maple
A 3D game engine
-
bias-vfs
A virtual filesystem for Rust
-
u-metaheur
Domain-agnostic metaheuristic optimization framework: GA, BRKGA, SA, ALNS
-
datafusion-extra-functions
Extra Functions for DataFusion
-
cruxlines
Ranks symbol definitions by cross-file references using tree-sitter
-
axonml-serialize
Model serialization for Axonml ML framework
-
steel-rc
Biased reference counting implementation for steel
-
st7565
Driver for ST7565 based displays
-
xpttools
XPT read library in rust and cli tool to converst to CSV
-
torsh-distributed
Distributed training and inference for ToRSh
-
infomeasure
Information theory measures and entropy calculations for Rust
-
trustformers-wasm
WebAssembly bindings for TrustformeRS transformer library
-
ascii-typographer
Advanced ASCII art generator — CLI and Rust library
-
chacha8rand
Reproducible, robust and (last but not least) fast pseudorandomness
-
mininn
A minimalist deep learnig crate for rust
-
squirrel_noise5
SquirrelNoise version 5 with a random values generator and optional bindings with rand crate (rand_squirrel feature)
-
super-visor
ordered startup and shutdown for long-running tokio processes
-
fractal_finance
Enterprise-grade fractal analysis for quantitative finance applications
-
aporia
A flexible random number generation library
-
ramidier
Akai Pro Apc key 25 abstraction layer
-
voirs-g2p
Grapheme-to-Phoneme conversion for VoiRS speech synthesis
-
axonml-fusion
Kernel fusion optimization for the Axonml ML framework
-
universal-inserter
A runtime-agnostic batch inserter library implementing the ClickHouse Inserter pattern
-
axonml-quant
Model quantization for the Axonml ML framework
-
pipes-rs
rewrite of pipes.sh
-
axonml-onnx
ONNX import/export support for the Axonml ML framework
-
irox-stats
Various mathematical and statistics utilities
-
detrend
Signal detrending
-
parametric
providing the trait and a derive macro to bridge complex, hierarchical data structures with optimization algorithms that use flat parameter vectors
-
candle-mps-flash-attention
MPS Flash Attention for candle - O(N) memory attention on Apple Silicon
-
custom_float
Custom floating-point types
-
brique-rs
A MLP library made from scratch, using the rust standard lib
-
sinex
format parser
-
drand_core
A drand client library
-
st7567_rs
ST7567 LCD driver with embedded-graphics support
-
simple-summarize
Fast extractive text summarizer in Rust (with 30-70% compression)
-
hybrid-rc
Thread-safe hybrid reference counting pointers
-
sklears-preprocessing
Data preprocessing for sklears: scaling, encoding, imputation, transformations
-
minet_ai
MiNET AI (Miniaturized Neural Evolutionary Topology) is a minimalistic Rust library that evolves small neural networks via genetic algorithm. With a focus on producing compact, adaptive…
-
dw1000
Driver for the Decawave DW1000 UWB wireless transceiver chip, providing radio communication based on IEEE 802.15.4 and distance measurement
-
neat
working with NEAT in rust
-
openpay_optimization
A generic optimization framework for HR and Compensation problems (Wage Scales, Merit Matrices, Pay Equity)
-
roci
Elodin flight software framework
-
sayiir-postgres
PostgreSQL persistence backend for Sayiir workflow engine
-
frand
Blazingly fast random number generation library
-
libmf
Large-scale sparse matrix factorization for Rust
-
elara-math
Rust-native tensor and math library
-
demoscene
A music player built with netidx
-
rusty-llm-jury
CLI tool for estimating success rates when using LLM judges for evaluation
-
neurox
providing core building blocks for numerical computing and machine learning, including tensor operations, model abstractions, and future GPU acceleration support
-
advancedresearch-toy_model_of_physical_seshatic_identity
toy model for physical Seshatic identity that satisfies the holographic principle
-
rand-select
a tiny choice selector
-
hammer-and-sample
Simplistic MCMC ensemble sampler based on emcee, the MCMC hammer
-
puan-rust
Puan package contain tools for defining logic relationships among linear inequalities and reduction algorithms
-
u-nesting-core
Core traits and abstractions for U-Nesting spatial optimization engine
-
luv
Tools for converting between sRGB, CIE Luv and CIE LCh(uv) colour spaces and comparing differences in colour
-
monte-carlo-tree-search
Monte Carlo Tree Search to find good moves in two player games
-
nenya
adaptive rate limiting and PID control
-
numcodecs-zfp
ZFP codec implementation for the numcodecs API
-
wavegen
Wavefrom generator library
-
minifloat
Emulate various minifloats
-
bias-miette
Fancy diagnostic reporting library and protocol for us mere mortals who aren't compiler hackers
-
jugar-apr
Aprender Package Resource (.apr) model format for AI game behaviors
-
codonrs
Calculate relative synonymous codon usage for coding DNA sequences in a fasta file
-
neuralnyx
neural network from scratch!
-
numcodecs-zfp-classic
ZFP (classic) codec implementation for the numcodecs API
-
stb
Safe Rust API for stb libraries
-
pithy
Ultra-fast, spookily accurate text summarizer that works on any language
-
rank_biased_centroids
Rank-Biased Centroids (RBC): A rank fusion method to combine several ranked lists into one by biasing agreement at higher ranks
-
pallet-democracy
FRAME pallet for democracy
-
ml_kit
A Machine Learning library for Rust
-
cpclib-bndbuild
Amstrad CPC project builder. Biased towards basm, but can still work with any tool
-
text-utils
Text utils for unescaping and align
-
concision-linear
Concision is a complete data-science toolkit written in Rust
-
curvature
estimation for point clouds
-
max31865
generic driver for the MAX31865 RTD to Digital converter
-
cisat
Cognitively-Inspired Simulated Annealing Teams
-
rbo
Rank-Biased Overlap (RBO): a similarity measure for indefinite ranked lists
-
dendritic-autodiff
Autodifferentation package for scalar and multi dimensional values
-
variational-regression
Regression models trained using variational inference
-
fast_io
read and write &str and types implementing the copy trait into files
-
cpclib-visual-bndbuild
Amstrad CPC project builder. Biased towards basm, but can still work with any tool. This is the graphical version.
-
commonware-vrf
Generate bias-resistant randomness with untrusted contributors using commonware-cryptography and commonware-p2p
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