Lib.rs

› Search #cryptography #statistics #polynomial #forecasting #finite-fields #math

  1. ark-poly

    efficient polynomial arithmetic via FFTs over finite fields

    v0.5.0 1.6M #finite-fields #cryptography

  2. feanor-math

    number theory, providing implementations for arithmetic in various rings and algorithms working on them

    v3.5.13 #number-theory #prime #math

  3. twenty-first

    Collection of mathematics routines and cryptography for the twenty-first century

    v1.1.0 1.4K #post-quantum-cryptography #merkle-tree #tip5 #polynomial

  4. russell_lab

    Scientific laboratory for linear algebra and numerical mathematics

    v1.10.0 #vector-matrix #vector #linspace

  5. eqsolver

    that solves equations using numerical methods

    v0.4.0 #math-integration #equation-solver #optimization #integration #math

  6. hyperdual

    Fully-featured Dual Number implementation with features for automatic differentiation of multivariate vectorial functions

    v1.4.0 2.9K #dual-numbers #dual #numbers #multidimentional #autodifferentiate

  7. loess-rs

    LOESS (Locally Estimated Scatterplot Smoothing) implementation in Rust

    v0.2.2 #smoothing #statistics #bioinformatics #regression

  8. w3f-pcs

    Collection of tools for augmenting polynomial commitment schemes

    v0.0.5 174K #polynomial-commitment-scheme #kzg #cryptography

  9. oxidiviner

    A comprehensive Rust library for time series analysis and forecasting including moving average, exponential smoothing, autoregressive, and GARCH models

    v1.2.0 #time-series-analysis #moving-average #forecasting #data-analysis #time-series-data

  10. ckmeans

    Wang and Song's Ckmeans clustering algorithm

    v1.2.0 950 #gis #cluster-analysis #spatial

  11. anofox-forecast

    Time series forecasting library - Rust port of anofox-time

    v0.4.3 1.9K #forecasting #statistics #arima #time-series #ets

  12. ark-feanor

    Bridge between arkworks finite fields and feanor-math ring system

    v0.7.1 #arkworks #cryptography #groebner-basis #polynomial

  13. anofox-statistics

    A comprehensive statistical hypothesis testing library validated against R

    v0.4.1 #hypothesis-testing #t-test #statistics #shapiro-wilk #nonparametric

  14. watermill

    Blazingly fast, generic, and serializable online statistics

    v0.1.2 13K #statistics #stream

  15. ldsc

    LD Score Regression — fast Rust reimplementation of Bulik-Sullivan et al. LDSC

    v0.1.0 #genomics #statistics #bioinformatics #gwas

  16. slop-algebra

    Field algebra and univariate polynomials for SLOP, built on Plonky3

    v6.0.1 2.2K #zk-vm #zero-knowledge #succinct-sp1 #succinct

  17. normality

    assessing the normality of a data sample

    v3.0.0 #hypothesis-testing #statistics #normality-test

  18. rust-poly

    Numeric manipulation of real and complex polynomials

    v0.4.3 1.0K #math #polynomial #numeric #solver

  19. simd-kernels

    Lightning Fast, Arrow-Compatible Compute Kernels

    v0.2.1 #kernel #arrow #polars #simd

  20. rpoly

    algorithm for finding all roots of a real-coefficient univariate polynomial

    v0.2.9 #polynomial #math #root #numerical

  21. rootfinder

    Root-finding methods for both univariate, scalar-valued functions and multivariate, vector-valued functions

    v0.5.1 #scalar-valued #multivariate #univariate #vector-valued #methods

  22. tsai

    Time series deep learning in Rust - a feature-parity port of Python tsai

    v0.1.2 #deep-learning #time-series #machine-learning #neural-network

  23. tsai_models

    Model zoo for tsai-rs: CNN, Transformer, ROCKET, RNN, and Tabular architectures

    v0.1.2 #forecasting #transformer-models #classification #recurrent-neural-network #tsai #zoo #tabular #cnn #importance #multidimensional-array

  24. binary_polynomial_mod_algebra

    Basic algebra on univariate binary polynomial

    v0.0.3 110 #binary-polynomial #algebra #polynomial #binary #univariate #cryptography

  25. numerics-rs

    Blazing fast numerical library written in pure Rust

    v1.0.2 320 #root-finding #spline-interpolation #interpolation #spline

  26. amcl_wrapper

    Wapper over Milagro Cryptographic Library (version 3)

    v0.4.0 430 #elliptic-curve #vector-elements #field-element #cryptography #amcl #milagro #constant-time-operations #random-field #finite-field-arithmetic #univariate

  27. tsai_cli

    Command-line interface for tsai-rs time series deep learning

    v0.1.2 #deep-learning #forecasting #transformer-model #dataset #classification #wgpu #python-bindings #hyper-parameters #apple-silicon #gpu

  28. zkpolynomial

    polynomial operations, including addition, multiplication, evaluation, and Lagrange interpolation for univariate polynomials

    v0.1.3 #interpolation #poly-addition #poly-evaluation #lagrange-interpolate #univariate-poly

  29. ark-poly-zypher

    efficient polynomial arithmetic via FFTs over finite fields

    v0.4.2 130 #finite-fields #cryptography

  30. s2gpp

    Algorithm for Highly Efficient Detection of Correlation Anomalies in Multivariate Time Series

    v1.0.2 #time-series #anomaly-detection #anomalies #multivariate #detect #correlation #distributed

  31. sparse-interp

    Basic univariate polynomial arithmetic and sparse polynomial interpolation

    v0.0.4 #interpolation #polynomial #field #sparse

  32. splinify

    Rust-wrapper for Dierckx' B-Splines Curve and Surface Fortran Library

    v0.1.0 2.0K #spline-interpolation #curve-fitting #spline #fitting #interpolation

  33. bayes-rs

    Bayesian inference with MCMC samplers

    v0.1.0 #statistics #bayesian-inference #mcmc #inference #sampling

  34. autoregressive

    model for generate series data

    v0.1.6 #data-model #generate-model #model-series

  35. online-statistics

    Blazingly fast, generic, and serializable online statistics

    v0.2.6 100 #statistics #online #stream

  36. p3-uni-stark

    A minimal univariate STARK framework providing core components for proof generation and verification

    v0.4.2 73K #plonky3 #fri #cryptography #plonk

  37. rats-rs

    Rapid Augmentations for Time Series

    v0.1.0-alpha #time-series-data #frequency-domain #dataset #rapid #batch #augmentation #univariate #python-packages

  38. brumby-racing

    Derivatives and multiples pricing for racing and sports

    v0.7.3 #probability #model #betting #quant

  39. filter

    Kalman filters and other optimal and non-optimal estimation filters in Rust

    v0.2.0 #kalman-filter #signal-processing-filter #signal-processing

  40. amcl_wrapper_ml

    Wapper over Milagro Cryptographic Library (version 3)

    v0.5.1 #vector-elements #elliptic-curve #field-element #cryptography #constant-time #amcl #milagro #random-field #univariate #wnaf

  41. prodef

    handling probability distributions

    v0.1.0 #probability-distribution #density #domain #multivariate #univariate

  42. csaps

    Cubic spline approximation (smoothing)

    v0.3.0 370 #spline-interpolation #approximation #interpolation #spline #smoothing

  43. feature-factory

    A high-performance feature engineering library for Rust powered by Apache DataFusion

    v0.1.1-alpha #data-science #feature-engineering #feature-selection #feature-extraction

  44. wyrm

    A low-overhead, define-by-run autodifferentiation library

    v0.9.1 #automatic-differentiation #low-overhead #define-by-run #sparse #artificial-intelligence #neural-network #back-propagation

  45. kernel-density-estimation

    Kernel density estimation in Rust

    v0.2.0 #statistics #density #probability-density #non-parametric

  46. lambdaworks-math

    Modular math library for cryptography

    v0.13.0 159K #elliptic-curve #cryptography #modular-math #unsigned-integer #finite-fields #proof-systems #multiscalar

  47. rstat

    Probability distributions and statistics in Rust with integrated fitting routines, convolution support and mixtures

    v0.6.0 #probability-distribution #statistics #sampling-distribution

  48. ark-poly-commit

    constructing polynomial commitment schemes for use in zkSNARKs

    v0.5.0 11K #polynomial-commitment-scheme #zk-snarks #polynomial-evaluation #marlin #pairing-cryptography

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  49. ark-test-curves

    testing ark-ec & ark-poly

    v0.5.0 2.4K #elliptic-curve #finite-fields #cryptography #serialization

  50. p3-miden-uni-stark

    A minimal univariate STARK framework providing core components for proof generation and verification

    v0.4.2 4.0K #proof-generation #miden #verification #air #prover #stark-prover #aux #univariate #core-components

  51. spindalis_core

    Core polynomial logic for Spindalis package

    v0.2.0 #optimization #polynomial #polynomial-evaluation #parser #numerical-methods #bioinformatics

  52. ark-srs

    that simplifies reuse of Common/Structured Reference String (CRS/SRS) from past trusted setup ceremonies, especially for SNARK

    v0.3.3 7.6K #trusted-setup #srs #cryptography

  53. rusty_kan

    Kolmogorov-Arnold Networks in Rust

    v0.1.1 #deep-learning #data-science #machine-learning #rust

  54. slop-uni-stark

    Re-exports p3_uni_stark from Plonky3 for SLOP

    v6.0.1 1.8K #zk-vm #succinct-sp1 #zero-knowledge #succinct

  55. snarkvm-polycommit

    constructing polynomial commitment schemes for use in zkSNARKs

    v0.8.0 200 #polynomial-commitment-scheme #zero-knowledge #aleo #blockchain

  56. tfhe-ark-poly

    efficient polynomial arithmetic via FFTs over finite fields

    v0.4.2 310 #finite-fields #cryptography

  57. metromc

    Markov chain Monte Carlo sampling using the Independence Metropolis-Hastings algorithm

    v0.2.0 #markov-chain #random-sampling #mcmc

  58. gosh-linesearch

    Line search algorithms for geometry optimization

    v0.1.0 #line-search #optimization #search-algorithms #geometry #geometry-algorithms

  59. kzg-mini

    A small implementation of the KZG polynomial commitment scheme over the arkworks ecosystem

    v0.1.1 #kzg #ethereum #cryptography

  60. bayes

    Composable abstractions to build probabilistic models and inference algorithms

    v0.0.1 #statistics #inference #probability