Lib.rs

• tch

  Rust wrappers for the PyTorch C++ api (libtorch)

  v0.3.0 1.9K #pytorch #deep-learning #machine-learning

• rust-bert

  Ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,…)

  v0.12.0 900 bin+lib #nlp #deep-learning #machine-learning #transformers #translation

• finalfusion

  Reader and writer for common word embedding formats

  v0.14.0 320 #embeddings #word2vec #glove #finalfusion #fasttext

• tensorflow

  Rust language bindings for TensorFlow

  v0.16.1 1.1K #TensorFlow #bindings

• rv

  Random variables

  v0.11.0 300 #Probability #Statistics #Bayesian #Machine-learning

• tract

  Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

  v0.11.2 240 app #TensorFlow #NeuralNetworks

• tflite

  Rust bindings for TensorFlow Lite

  v0.9.4 950 #tensorflow #tflite #bindings

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

  v1.7.0 #cudnn #cuda #nvidia #neural-network

• piston-ai_behavior

  AI behavior tree

  v0.32.0 600 #ai #behavior #piston #game #logic

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

  v3.0.0-beta.3 130 #algorithmia #algorithm #machine-learning #ai #ml

• autograd

  Tensors and differentiable operations in Rust

  v1.0.2 150 #numerics #machine-learning #ndarray #multidimensional #neural-network

• juice

  Machine Learning Framework for Hackers

  v0.2.5 #deep-learning #neural-networks #machine-learning #framework

• onnxruntime

  Wrapper around Microsoft’s ONNX Runtime

  v0.0.10 120 #neuralnetworks #onnx #bindings

• rusoto_machinelearning

  AWS SDK for Rust - Amazon Machine Learning @ 2014-12-12

  v0.45.0 110 #AWS #Amazon #machinelearning

• rsrl

  A fast, extensible reinforcement learning framework in Rust

  v0.8.1 100 #machine #reinforcement #learning #rl #ai

• changepoint

  Change Point Detection in Rust

  v0.11.0 100 #CPD #Bayesian #Machine-Learning #Statistics

• simple_ml

  Functions required for data analysis and machine learning tasks

  v0.3.2 190 bin+lib #ml #analysis #eda #manipulation #string

• cogent

  Basic neural network library for classification

  v0.6.0 140 #deep-learning #neural-networks #machine-learning

• batched-fn

  Middleware for serving deep learning models with batched prediction

  v0.2.1 #deep-learning #batched-prediction #middleware #backpressure

• mnist

  MNIST data set parser

  v0.4.1 140 #mnist #machine #learning #machine-learning #images

• autograph

  Machine Learning Library for Rust

  v0.0.3 #neural-networks #machine-learning #cuda #deep-learning #autograd

• coaster-nn

  coaster plugin providing Neural Network operations

  v0.4.2 #neural-network #coaster #computation #hpc #plugin

• rusticsom

  Rust library for Self Organising Maps (SOM)

  v1.1.1 #SOM #ML #self-organizing-map

• xaynet

  The Xayn Network project is building a privacy layer for machine learning so that AI projects can meet compliance such as GDPR and CCPA. The approach relies on Federated Learning as…

  v0.10.0 #federated-learning #fl #ai #machine-learning

• cudnn

  safe Rust wrapper for CUDA’s cuDNN

  v1.3.1 #cudnn #cuda #nvidia #neural-network

• rstats

  Statistical Measures, Vector Algebra, Geometric Median, Data Analysis and Machine Learning

  v0.5.9 250 #statistics #vector-algebra #geometric-median #machine-learning #multidimensional

• tract-hir

  Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

  v0.11.2 1.7K #TensorFlow #NeuralNetworks

• torch-sys

  Low-level FFI bindings for the PyTorch C++ api (libtorch)

  v0.3.0 1.9K sys #pytorch #ffi #deep-learning #machine-learning

• orkhon

  Machine Learning Inference Framework and Server Runtime

  v0.2.1 #machine-learning #framework #inference #prediction #python-runtime

• easy-ml

  Matrix and linear algebra library aimed at being easy to use

  v1.4.0 130 #machine-learning #machine #learning #matrices #linear-algebra

• tinguely

  Machine learning library

  v0.1.1 #machine-learning #machine #learning #stats

• newron

  A Rust library to train and infer deep learning models

  v0.5.1 #neural #network #deep #learning

• l2

  L2 is a Pytorch-style Tensor+Autograd library written in Rust

  v1.0.3 bin+lib #l2 #deep-learning #multidimensional #array #deep #c #learning #scratch

• blingfire

  Wrapper for the BlingFire tokenization library

  v1.0.0 300 #nlp #tokenizer #machine-learning #blingfire

• ffsvm

  A libSVM compatible support vector machine, but up to 10x faster, for games or VR

  v0.8.0 nightly #svm #libsvm #machine-learning

• tensorboard-rs

  Write data for Tensorboard from Rust

  v0.2.4 #machine-learning #neural-network #deep-learning

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.5.0 #cublas #cuda #nvidia #blas

• darknet

  A Rust wrapper for Darknet, an open source neural network framework written in C and CUDA

  v0.3.0 #darknet #machine-learning #deep-learning #neural-networks #yolo

• omikuji

  an efficient implementation of Partitioned Label Treesand its variations for extreme multi-label classification

  v0.3.1 bin+lib #machine-learning #multi-label #classification #xmc

• vikos

  A machine learning library for supervised training of parametrized models

  v0.3.1 #machine #learning #machine-learning

• mcmc

  A Rust library implementing various MCMC diagnostics and utilities, such as Gelman Rubin potential scale reduction factor (R hat), effective sample size (ESS), chain splitting, and others

  v0.1.3 #mcmc #monte #carlo #markov

• rust_tokenizers

  High performance tokenizers for Rust

  v6.1.0 1.0K #nlp #machine-learning #tokenizer

• criterion-stats

  Criterion’s statistics library

  v0.3.0 1.9K #statistics #stats #criterion

• leaf

  Machine Learning Framework for Hackers

  v0.2.1 #deep-learning #neural-networks #machine-learning #framework

• rustlearn

  A machine learning package for Rust

  v0.5.0 170 sys #machine-learning

• ecoz2

  Linear Predictive Coding Vector Quantization and Hidden Markov Modeling for Pattern Recognition

  v0.4.4 app #hmm #hidden-markov-model #linear-prediction #vector-quantization #machine-learning

• gym

  Open AI environments bindings for Rust

  v2.2.1 #openai #gym #environments #reinforcement #learning

• rusty-machine

  A machine learning library

  v0.5.4 1.6K #machine #learning #stats #data #machine-learning

• tract-tensorflow

  Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

  v0.11.2 700 #TensorFlow #NeuralNetworks #ONNX

• onnx-helpers

  ONNX model construction helpers

  v2.2.1 #onnx #helpers #graph #model #git

• rustml

  A library for doing maching learning in Rust

  v0.0.7 #machine-learning #learning #machine #modules #documentation #project

• ocl-convolution

  OpenCL-accelerated 2D convolutions

  v0.2.0 #convolution #neural-network #deep-learning #OpenCL

• linfa

  A Machine Learning framework for Rust

  v0.2.1 #machine-learning #linfa #ai #ml

• onnxruntime-sys

  Unsafe wrapper around Microsoft’s ONNX Runtime

  v0.0.10 130 sys #neuralnetworks #onnx #bindings

• nnsplit

  A tool to split text using a neural network. For sentence boundary detection, compound splitting and more.

  v0.5.2 140 #pytorch #deep-learning #machine-learning #tokenizer #sentencizer

• sticker-tf-proto

  Tensorflow protocol buffer definitions used by sticker

  v0.11.0 #tf #proto #neural-networks #tensorflow #convolution #buffer #protocol #sequence

• opensrdk-optimization

  Standard mathematical optimization library for OpenSRDK toolchain

  v0.1.2 #machine-learning

• cifar-ten

  Parses the CIFAR-10 dataset binary files, and returns them as a Rust ndarray tuple

  v0.1.0 #data #machine #learning #cifar #ten

• word2vec

  Rust interface to word2vec

  v0.3.3 #word2vec

• tf-rs

  High level (Pythonic) API for the TensorFlow framework

  v0.0.5 #tensorflow #API

• mnist_read

  Reads generic data and label files in the MNIST file format

  v1.0.1 #mnist #machine-learning #encoding

• fbleau

  A tool for measuring black-box security via Machine Learning

  v0.3.1 bin+lib #machine-learning #secrets #black-box #tool

• oxymcts

  Library for general traits and default implementations for Monte Carlo Tree Search

  v0.1.0 #mcts #learning #monte #carlo #tree

• deep_rust

  Machine learning crate in Rust (under dev)

  v0.1.1 #machine-learning #deeplearning #data-science #AI #analytics

• juggernaut

  Neural Network in Rust

  v0.9.0 #ai #neural-network #deep-learning

• fann-sys

  Low-level bindings to the Fast Artificial Neural Networks library

  v0.1.7 #neural #network #fann #classifier #backpropagation

• mli

  Machine Learning Interface for Rust

  v0.11.0 #learning #machine #combinator #tensor

• psyche

  Psyche AI Toolset

  v0.2.19 #neural-network #ai #evolution #environment #symbols #machine #connections

• cv

  Batteries-included pure-Rust computer vision crate

  v0.6.0 #computer #vision #photogrammetry #camera

• prophet

  A neural network implementation with a focus on cache-efficiency and sequential performance

  v0.4.2 #deep-learning #neural-networks #machine-learning #classifier

• bbt

  A skill-rating system similar to Elo, Glicko or TrueSkill

  v0.2.0 #bayesian #skill #rating

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

  v8.8.1+vw-v8.8.0 sys #vowpal-wabbit #machine-learning

• onnx-pb

  ONNX protocol buffers messages

  v0.1.4 #onnx #pb #protocol #buffers

• collenchyma-nn

  collenchyma plugin providing Neural Network operations

  v0.3.4 #neural-network #collenchyma #computation #hpc #plugin

• smartcore

  The most advanced machine learning library in rust

  v0.1.0 #machine-learning #statistical #ai #optimization #linear-algebra

• rust-mnist

  A simple MNIST parser/loader written in rust

  v0.1.4 #MNIST #idx

• scientist

  Machine Learning Algorithms in Rust

  v0.1.2 #machine-learning #python #interop #c #learning #machine #objective #abstractions

• fb_stats

  Facebook stat library

  v0.1.0 #stats

• auto-diff

  A neural network library in Rust

  v0.3.8 100 bin+lib #machine-learning #neural-network #deep-learning

• alumina

  An Experimental Deep Learning Library

  v0.3.0 #Neural #Network #Machine #Deep #Learning

• mech-stats

  Statistics library for the Mech language

  v0.0.5 #mech #language #programming

• perceptron

  A super fast online learning library using perceptron

  v0.1.1 #perceptron #machine-learning

• easy_rss

  RSS Parser

  v1.0.1 #xml #rss

• neuroflow

  The neural network library implemented in Rust

  v0.1.3 #machine-learning #neural-networks #data-learning #math #backpropagation

• cogset

  Generic implementations of clustering algorithms. Includes k-means, DBSCAN and OPTICS.

  v0.2.0 110 #data-science #cluster #clustering

• xgboost

  Machine learning using XGBoost

  v0.1.4 #xgboost #machine-learning

• nn

  A multilayer feedforward backpropagation neural network library

  v0.1.6 #nn #neural-network #classifier #backpropagation #machine-learning

• r

  a set of utils for machine learning

  v0.0.9 #r #machine-learning #utils #learning #machine

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 #math #machine-learning #approximation

• oner_induction

  An implementation of the 1R rule induction algorithm

  v0.2.1 #machine-learning #data-science #rules

• bhtsne

  Vanilla and Barnes-Hut implementations of t-SNE

  v0.1.0 #tsne #data-visualization #data-analysis #Barnes-Hut #machine-learning

• tsuga

  An early-stage machine learning library for building neural networks in Rust

  v0.1.1 #machine-learning #machine #learning #neural-networks #networks

• liblinear

  Rust bindings for the liblinear C++ library

  v1.0.0 sys #machine-learning #statistics #svm #linear-model

• yarnn

  Yet Another rust Neural Network framework

  v0.1.0 nightly #deep-learning #neural-networks #machine-learning #framework

• slow_nn

  A slow neural network library

  v0.1.22 #nn #slow #performance #graph #neural-network #neural

• cvdl

  A library for Computer Vision and Deep Learning

  v0.1.0 #deep-learning #vision #computer-vision #deep #learning #computer

• opensrdk-kernel-method

  Standard Kernel Method library for OpenSRDK toolchain

  v0.1.2 #machine-learning

• primitiv

  A Neural Network Toolkit

  v0.3.0 #deep-learning #neural-networks #machine-learning

• xaynet-core

  xaynet_core provides building blocks that are common to the Xayn Network backend and client

  v0.1.0 #federated-learning #fl #ai #machine-learning

• blingfire-sys

  Bindings to the BlingFire C++ library

  v1.0.1 310 sys #nlp #tokenizer #machine-learning #blingfire

• stamm

  A library for implementing custom decision trees and random forests

  v0.2.0 #randomforest #decisiontree

• cppn

  Compositional Pattern Producing Networks

  v0.3.0 #evolution #neuro #net #cppn

• cublas

  safe Rust wrapper for CUDA’s cuDNN

  v0.2.0 #cublas #cuda #nvidia #blas

• cuticula

  Data Preprocessing library for Machine Learning

  v0.2.0 #preprocessing #data-preprocessing #transformation #encoding #machine-learning

• reorger

  A tool for reorganizing a large number of files by splitting and unsplitting files into subdirectories

  v0.5.2 bin+lib #machine-learning #collections #tools #number #collection #tool

• sloword2vec

  A naive implementation of word2vec

  v0.1.1 bin+lib #word2vec #linalg #nlp

• minimax

  Generic implementations of Minimax

  v0.0.2 #ai #game #minimax #negamax

• adtensor

  Machine learning library with auto differentiation of arbitrary dimensional stack tensors

  v0.0.3 bin+lib #Auto #Learning #AI #Tensor #Matrix

• openml

  A rust interface to OpenML

  v0.1.2 #machine-learning #openml #data #dataset

• fast_text

  Binding for Facebook’s FastText package

  v0.1.2 #nlp #word-embedding #machine-learning #ml #fasttext

• glmnet

  Rust API to the fortran glmnet library

  v0.1.1 #machine-learning #glmnet #linear-model

• cntk

  Wrapper around Microsoft CNTK library

  v0.2.1 #machine-learning #deep-learning #neural-networks

• tract-core

  Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

  v0.11.2 1.8K #TensorFlow #NeuralNetworks

• ttv

  Create train, test and validation sets from text files

  v0.4.0 bin+lib #cli #data #machine-learning

• rcudnn-sys

  FFI bindings to cuDNN

  v0.4.0 sys #cudnn #cuda #nvidia #sys

• linfa-clustering

  A collection of clustering algorithms

  v0.2.1 #clustering #machine-learning #linfa #k-means #unsupervised

• rsrl_domains

  Toy domains for reinforcement learning research in Rust

  v0.2.0 #machine #reinforcement #learning #rl #ai

• running-average

  Calculate running average with specified time window width using constant memory

  v0.1.0 #statistics #performance #metric

• dense

  An encoder/decoder to/from dense files

  v1.0.2 #mnist #machine-learning #encoding #compression

• sarek

  A work-in-progress, experimental neural network library utilizing TensorFlow Keras

  v0.1.0 nightly #machine-learning #framework #tensorflow #keras

• nnet

  A feedforward neural network

  v0.0.2 app #neuralnetwork #machinelearning #linearalgebra

• mnist-extractor

  A simple utility to extract MNIST dataset

  v0.1.1 #mnist #extractor #dataset

• lda

  Topic models via Latent Dirichlet Allocation

  v0.1.0 #Bayesian #Machine-learning #Topic-model

• sticker-utils

  Neural sequence labeler (utilities)

  v0.11.1 app #utils #neural-networks #convolution #neural #sequence

• torch

  Thin torch bindings for rust

  v0.1.0 #ml #torch

• acute_ai

  ai sub-crate of acute

  v0.1.0 #acute #ai

• easy

  dev helper

  v0.1.1 #easy #web #helper

• forester

  A crate for implementing various flavors of random forests and decision trees

  v0.0.3 #machine-learning #random-forest #decision-tree #ensemble #tree

• easyneural

  This library will let you train neural networks easily

  v0.1.0 #neural-network #neural #build #fn #quick #networks #documentation #now #let #network

• arush

  a set of utils

  v0.0.5 #utils #ML #IR

• tract-nnef

  Tiny, no-nonsense, self contained, TensorFlow and ONNX inference

  v0.11.2 1.0K #NeuralNetworks #NNEF

• maver

  Neural network libary

  v0.1.0 bin+lib #perceptron #neural-network #network #nerual #genetic

• rgoap

  Goal-Oriented Action-Planning

  v0.1.0 #goap #ai #action-planning

• classif

  Library for one-dimensional data classification and basic statistics

  v0.0.2 #statistics #classification #natural-breaks #cartography

• ocl-extras

  Types used in examples and tests within the ocl library but that may be useful for others to use within their own projects

  v0.1.1 #ocl #extras #opencl

• onnx-shape-inference

  ONNX Shape inference bindings

  v1.1.0 #onnx #shape #inference #binding

• ai-graph

  Ai Graph is a new tool for creating machine learning that runs blazingly fast when learning has finished

  v0.0.18 nightly #ai #graph #learning #machine

• sklearn-sample-datasets-rs

  Rust port of https://scikit-learn.org/stable/datasets/index.html

  v0.1.0 #dataset #datasets #sample #port

• luke

  Deep Learning Library

  v0.1.4 #deep-learning #histogram #deep #learning #ai #collection

• advancedresearch-utility_programming

  A library for composable utility programming

  v0.3.0 #ai #utility #programming #optimization #advancedresearch

• svm

  Implementation of a modern Support Vector Machine toolbox library

  v0.1.0 #svm #support-vector #smo #machine-learning #non-linear

• neuro

  A deep learning library that runs on the GPU

  v0.1.0 #deep-learning #machine-learning #neural-networks #cnn

• dice

  A crate for calculating arbitrary dice probabilities

  v0.1.0 #probability #dice #die #statistics #stats

• tensorflow-sys

  The package provides bindings to TensorFlow

  v0.19.1 1.1K sys #tensorflow #sys #swig

• fann

  Wrapper for the Fast Artificial Neural Networks library

  v0.1.7 #neural #network #fann #classifier #backpropagation

• classifier

  Naive Bayes classifier

  v0.0.3 #naive-bayes #bayesian #classifier #machine-learning

• pyrus-nn

  Micro Neural Network framework

  v0.2.1 nightly #nn #python #neural-network #neural #micro

• rust-cleverbot

  A Rust interface for Cleverbot

  v0.1.1 #cleverbot #api #AI #machine-learning

• aperature

  Object detection using single shot multibox detector

  v0.1.1 #computer #vision #tensorflow #object #detection

• prob

  Calculating independent probabilities

  v0.1.1 #probability #probabilities #statistics #analysis #independent

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