Lib.rs

• tch

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

  v0.2.0 1.6K #pytorch #deep-learning #machine-learning

• rust-bert

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

  v0.9.0 600 bin+lib #nlp #deep-learning #machine-learning #transformers #translation

• tensorflow

  Rust language bindings for TensorFlow

  v0.16.0 1.1K #TensorFlow #bindings

• finalfusion

  Reader and writer for common word embedding formats

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

• tract

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

  v0.11.0 240 app #TensorFlow #NeuralNetworks

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• tflite

  Rust bindings for TensorFlow Lite

  v0.9.2 650 #tensorflow #tflite #bindings

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

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

• piston-ai_behavior

  AI behavior tree

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

• rv

  Random variables

  v0.10.2 310 #Probability #Statistics #Bayesian #Machine-learning

• rsrl

  A fast, extensible reinforcement learning framework in Rust

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

• autograd

  Tensors and differentiable operations in Rust

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

• rusoto_machinelearning

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

  v0.45.0 110 #AWS #Amazon #machinelearning

• changepoint

  Change Point Detection in Rust

  v0.9.0 #CPD #Bayesian #Machine-Learning #Statistics

• juice

  Machine Learning Framework for Hackers

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

• coaster-nn

  coaster plugin providing Neural Network operations

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

• simple_ml

  Functions required for data analysis and machine learning tasks

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

• rusticsom

  Rust library for Self Organising Maps (SOM)

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

• batched-fn

  Middleware for serving deep learning models with batched prediction

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

• autograph

  Machine Learning Library for Rust

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

• cogent

  Basic neural network library for classification

  v0.5.6 190 #deep-learning #neural-networks #machine-learning

• mnist

  MNIST data set parser

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

• 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

• onnxruntime

  Wrapper around Microsoft’s ONNX Runtime

  v0.0.8 #neuralnetworks #onnx #bindings

• torch-sys

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

  v0.2.0 1.6K sys #pytorch #ffi #deep-learning #machine-learning

• tract-tensorflow

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

  v0.11.0 750 #TensorFlow #NeuralNetworks #ONNX

• 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

  v0.5.8 200 #statistics #vector-algebra #geometric-median #machine-learning #multidimensional

• 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

• easy-ml

  Matrix and linear algebra library aimed at being easy to use

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

• newron

  A Rust library to train and infer deep learning models

  v0.5.1 #neural #network #deep #learning

• nnsplit

  Fast, robust sentence splitting with bindings for Python, Rust and Javascript

  v0.4.12 #pytorch #deep-learning #machine-learning #tokenizer #sentencizer

• 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

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.5.0 #cublas #cuda #nvidia #blas

• 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

• 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

• vikos

  A machine learning library for supervised training of parametrized models

  v0.3.1 #machine #learning #machine-learning

• onnx-helpers

  ONNX model construction helpers

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

• gym

  Open AI environments bindings for Rust

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

• lfa

  Native rust implementations of linear function approximators

  v0.15.0 170 #function #approximation #linear #ai #rl

• leaf

  Machine Learning Framework for Hackers

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

• criterion-stats

  Criterion’s statistics library

  v0.3.0 1.9K #statistics #stats #criterion

• 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

• ocl-convolution

  OpenCL-accelerated 2D convolutions

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

• rustlearn

  A machine learning package for Rust

  v0.5.0 170 sys #machine-learning

• linfa

  A Machine Learning framework for Rust

  v0.1.2 #machine-learning #linfa #ai #ml

• rusty-machine

  A machine learning library

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

• rustml

  A library for doing maching learning in Rust

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

• sticker-tf-proto

  Tensorflow protocol buffer definitions used by sticker

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

• tf-rs

  High level (Pythonic) API for the TensorFlow framework

  v0.0.5 #tensorflow #API

• word2vec

  Rust interface to word2vec

  v0.3.3 #word2vec

• opensrdk-optimization

  Standard mathematical optimization library for OpenSRDK toolchain

  v0.1.2 #machine-learning

• fbleau

  A tool for measuring black-box security via Machine Learning

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

• tract-hir

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

  v0.11.0 1.9K #TensorFlow #NeuralNetworks

• oxymcts

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

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

• 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

• juggernaut

  Neural Network in Rust

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

• deep_rust

  Machine learning crate in Rust (under dev)

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

• pulse

  A library for async wake signals

  v0.5.3 800 #pulse #async #queue #wake #signals #wait

• 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

• fann-sys

  Low-level bindings to the Fast Artificial Neural Networks library

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

• onnx-pb

  ONNX protocol buffers messages

  v0.1.4 #onnx #pb #protocol #buffers

• onnxruntime-sys

  Unsafe wrapper around Microsoft’s ONNX Runtime

  v0.0.8 sys #neuralnetworks #onnx #bindings

• cv

  Batteries-included pure-Rust computer vision crate

  v0.6.0 #computer #vision #photogrammetry #camera

• liblinear

  Rust bindings for the liblinear C++ library

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

• prophet

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

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

• kddbscan

  A k -Deviation Density Based Clustering Algorithm (kDDBSCAN)

  v0.1.0 #data-science #cluster #dynamic #density #deviation

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

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

• smartcore

  The most advanced machine learning library in rust

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

• bbt

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

  v0.2.0 #bayesian #skill #rating

• 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

• collenchyma-nn

  collenchyma plugin providing Neural Network operations

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

• easy_rss

  RSS Parser

  v1.0.1 #xml #rss

• rust-mnist

  A simple MNIST parser/loader written in rust

  v0.1.4 #MNIST #idx

• xaynet-server

  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…

  v0.1.0 bin+lib #federated-learning #fl #ai #machine-learning

• scientist

  Machine Learning Algorithms in Rust

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

• bhtsne

  Vanilla and Barnes-Hut implementations of t-SNE

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

• oner_induction

  An implementation of the 1R rule induction algorithm

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

• 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

• 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

• yarnn

  Yet Another rust Neural Network framework

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

• 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 #set

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 #math #machine-learning #approximation

• tsuga

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

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

• slow_nn

  A slow neural network library

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

• ttv

  Create train, test and validation sets from text files

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

• sticker2

  Neural sequence labeler

  v0.4.2 #neural-networks #convolution #neural #sequence #focus

• 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

• 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

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