Lib.rs

• tch

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

  v0.5.0 2.2K #pytorch #deep-learning #machine-learning

• rust-bert

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

  v0.15.1 550 bin+lib #nlp #deep-learning #machine-learning #transformers #translation

• tract-nnef

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

  v0.15.3 3.6K #neural-networks #nnef

• finalfusion

  Reader and writer for common word embedding formats

  v0.16.0 650 #embeddings #word2vec #glove #finalfusion #fasttext

• tract-core

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

  v0.15.3 3.6K #tensor-flow #neural-networks

• onnxruntime

  Wrapper around Microsoft’s ONNX Runtime

  v0.0.12 130 #neuralnetworks #onnx #bindings

• tflite

  Rust bindings for TensorFlow Lite

  v0.9.6 1.4K #tensorflow #tflite #bindings

• linfa

  A Machine Learning framework for Rust

  v0.4.0 700 #machine-learning #linfa #ai #ml

• rstats

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

  v0.8.6 310 #statistics #vector-algebra #geometric-median #machine-learning #multidimensional

• rv

  Random variables

  v0.13.0-rc.1 300 #probability #statistics #bayesian #machine-learning

• orkhon

  Machine Learning Inference Framework and Server Runtime

  v0.2.3 2.4K #machine-learning #framework #inference #prediction #python-runtime

• batched-fn

  Middleware for serving deep learning models with batched prediction

  v0.2.2 140 #deep-learning #batched-prediction #middleware #backpressure

• autograd

  Tensors and differentiable operations in Rust

  v1.1.0 120 #numerics #machine-learning #ndarray #multidimensional #neural-network

• mnist

  MNIST data set parser

  v0.4.1 750 #mnist #machine #learning #machine-learning #images

• constriction

  Composable entropy coding primitives for research and production (Python and Rust)

  v0.1.2 no-std #compression #entropy-coding #range-coding #python #machine-learning

• bhtsne

  Vanilla and Barnes-Hut implementations of t-SNE

  v0.4.1 650 #tsne #data-visualization #data-analysis #barnes-hut #machine-learning

• changepoint

  Change Point Detection in Rust

  v0.12.0 100 #cpd #bayesian #machine-learning #statistics

• easy-ml

  Matrix and linear algebra library aimed at being easy to use

  v1.6.1 150 #machine-learning #machine #learning #matrices #linear-algebra

• 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…

  v0.11.0 #federated-learning #fl #ai #machine-learning

• darknet

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

  v0.3.2 100 #darknet #machine-learning #deep-learning #neural-networks #yolo

• cudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• omikuji

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

  v0.3.2 bin+lib #machine-learning #multi-label #classification #xmc

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

  v3.0.0-beta.3 100 #algorithmia #algorithm #machine-learning #ai #ml

• cogent

  Basic neural network library for classification

  v0.6.3 260 #deep-learning #neural-networks #machine-learning

• tract-pulse

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

  v0.15.3 1.9K #tensor-flow #neural-networks

• nnsplit

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

  v0.5.8 #pytorch #deep-learning #machine-learning #tokenizer #sentencizer

• neat-gru

  NEAT algorithm with GRU gates

  v0.6.5 110 #neat #ai #machine-learning #genetic #algorithm

• tensorboard-rs

  Write data for Tensorboard from Rust

  v0.2.4 330 #machine-learning #neural-network #deep-learning

• juice

  Machine Learning Framework for Hackers

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

• corgi

  Machine learning, and automatic differentation implementation for Rust

  v0.9.5 #machine-learning #neural-network #deep-learning #autograd #tensor

• intel-mkl-src

  Redistribution of Intel(R) MKL as a crate

  v0.6.0+mkl2020.1 1.6K sys #fft #blas #lapack

• simple_ml

  Functions required for data analysis and machine learning tasks

  v0.3.2 120 bin+lib #ml #analysis #eda #manipulation #string

• rsrl

  A fast, extensible reinforcement learning framework in Rust

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

• onnxruntime-sys

  Unsafe wrapper around Microsoft’s ONNX Runtime

  v0.0.12 1.4K sys #neuralnetworks #onnx #bindings

• deep_thought

  Feed-forward neural networks in rust

  v0.1.2 #neural-network #machine-learning #deep-neural-networks

• tensorflow

  Rust language bindings for TensorFlow

  v0.17.0 3.1K #tensor-flow #bindings

• eval-metrics

  Evaluation metrics for machine learning

  v0.1.0 #evaluation-metrics #machine-learning

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• rust_tokenizers

  High performance tokenizers for Rust

  v6.2.4 750 #nlp #machine-learning #tokenizer

• hotg-rune-proc-blocks

  Core tools and abstractions for developing proc blocks in Rune

  v0.4.0 no-std #rune #proc-block #tensorflow

• vikos

  A machine learning library for supervised training of parametrized models

  v0.3.1 #machine #learning #machine-learning

• leaf

  Machine Learning Framework for Hackers

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

• opensrdk-optimization

  Standard mathematical optimization library for OpenSRDK toolchain

  v0.1.3 #machine-learning

• rustlearn

  A machine learning package for Rust

  v0.5.0 260 sys #machine-learning

• blingfire

  Wrapper for the BlingFire tokenization library

  v1.0.0 850 #nlp #tokenizer #machine-learning #blingfire

• newron

  A Rust library to train and infer deep learning models

  v0.5.1 #neural #network #deep #learning

• ffsvm

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

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

• linfa-clustering

  A collection of clustering algorithms

  v0.4.0 650 #clustering #machine-learning #linfa #k-means #unsupervised

• ritenn

  A multilayer feedforward backpropagation neural network library

  v0.1.0 #nn #neural-network #classifier #backpropagation #machine-learning

• paddle-sys

  Bindings to Paddle Inference for running deep learning models

  v0.1.2 #ai #machine-learning #deep-learning #paddlepaddle

• ast_topology

  Differentiable programming for Rust

  v0.0.4 #differentiable #machine #learning #artificial #intelligience

• autograph

  Machine Learning Library for Rust

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

• kmedoids

  k-Medoids clustering with the FasterPAM algorithm

  v0.1.5 #clustering #machine-learning #matrix #optimization #algorithm

• torch-sys

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

  v0.5.0 2.3K sys #pytorch #ffi #deep-learning #machine-learning

• rusty-machine

  A machine learning library

  v0.5.4 500 #machine #learning #stats #data #machine-learning

• coaster-nn

  coaster plugin providing Neural Network operations

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

• tinguely

  Machine learning library

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

• linfa-kernel

  Kernel methods for non-linear algorithms

  v0.4.0 #kernel #machine-learning #linfa

• einops

  Simplistic API for deep learning tensor operations

  v0.1.0 #deep-learning #tensor #tch

• confusion_matrix

  Confusion matrix implementation for storing results from a classification experiment and providing statistical information

  v1.0.0 #analysis #data-science #machine-learning

• deep_rust

  Machine learning crate in Rust (under dev)

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

• neuronika

  Tensors and dynamic neural networks

  v0.1.0 #deep-learning #auto-differentiation #machine-learning #tensors

• juggernaut

  Neural Network in Rust

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

• tract-hir

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

  v0.15.3 2.2K #tensor-flow #neural-networks

• 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

• 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

• nlpcloud

  NLP Cloud serves high performance pre-trained and custom models for NER, sentiment-analysis, classification, summarization, question answering, and POS tagging, ready for production…

  v0.0.3 #nlp #machine-learning #ai #data-science #api

• prophet

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

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

• opensrdk-kernel-method

  Standard Kernel Method library for OpenSRDK toolchain

  v0.1.5 #machine-learning

• txtai

  Rust bindings for txtai, an AI-powered search engine

  v3.1.0 #search #nlp #machine-learning #similarity

• gym

  Open AI environments bindings for Rust

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

• ocl-convolution

  OpenCL-accelerated 2D convolutions

  v0.2.0 #convolution #neural-network #deep-learning #open-cl

• alumina

  An Experimental Deep Learning Library

  v0.3.0 #neural #network #machine #deep #learning

• rustml

  A library for doing maching learning in Rust

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

• lightgbm

  Machine learning using LightGBM

  v0.2.3 #machine-learning #gbm #tree #gradient #performance #distributed #learning #machine #framework #decision

• siarne

  Fast simulation of artificial neurons

  v0.4.0 #ai #neural-network #integer-weights

• cublas

  safe Rust wrapper for CUDA’s cuDNN

  v0.2.0 #cublas #cuda #nvidia #blas

• tract-onnx

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

  v0.15.3 2.1K #tensor-flow #neural-networks #onnx

• neuroflow

  The neural network library implemented in Rust

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

• dense

  An encoder/decoder to/from dense files

  v1.1.0 #mnist #machine-learning #encoding #compression

• auto-diff

  A neural network library in Rust

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

• smartcore

  The most advanced machine learning library in rust

  v0.2.0 #machine-learning #statistical #ai #optimization #linear-algebra

• nn

  A multilayer feedforward backpropagation neural network library

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

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.5.0 #cublas #cuda #nvidia #blas

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 #math #machine-learning #approximation

• siren-torch

  SIREN neural network implementation in Rust for PyTorch

  v0.1.0 #pytorch #deep-learning #machine-learning #signal-processing

• linfa-trees

  A collection of tree-based algorithms

  v0.4.0 #machine-learning #linfa #trees #supervised

• mkl_link

  Library for linking with MKL

  v0.1.2 #blas #intel #mkl

• neuralnetwork

  A small neural network lib written from scratch

  v0.1.1 #neuralnetwork #xor #activation #sigmoid #net #lib

• perceptron

  A super fast online learning library using perceptron

  v0.1.1 #perceptron #machine-learning

• primitiv

  A Neural Network Toolkit

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

• cudnn-sys

  FFI bindings to cuDNN

  v0.0.3 sys #cudnn #cuda #nvidia #sys

• differential-evolution

  Simple and powerful global optimization using a self-adapting differential evolution

  v0.2.2 #evolution #optimization #genetic #de

• stamm

  A library for implementing custom decision trees and random forests

  v0.2.0 #randomforest #decisiontree

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

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

• 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…

  v0.2.0 bin+lib #federated-learning #fl #ai #machine-learning

• liblinear

  Rust bindings for the liblinear C++ library

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

• openml

  A rust interface to OpenML

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

• cuticula

  Data Preprocessing library for Machine Learning

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

• cntk

  Wrapper around Microsoft CNTK library

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

• collenchyma-nn

  collenchyma plugin providing Neural Network operations

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

• blingfire-sys

  Bindings to the BlingFire C++ library

  v1.0.1 850 sys #nlp #tokenizer #machine-learning #blingfire

• statml

  Statistical Machine Learning in Rust

  v0.1.0 #machine-learning #ai #ml #statistics

• adtensor

  Machine learning library with auto differentiation of arbitrary dimensional stack tensors

  v0.0.3 bin+lib #auto #learning #ai #tensor #matrix

• sloword2vec

  A naive implementation of word2vec

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

• sage

  deep learning in rust (reserved for the future use)

  v0.1.0 app #deep-learning #reserved #deep #learning #future #use

• xgboost

  Machine learning using XGBoost

  v0.1.4 120 #xgboost #machine-learning

• sarek

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

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

• yarnn

  Yet Another rust Neural Network framework

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

• r

  a set of utils for machine learning

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

• oxymcts

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

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

• nnet

  A feedforward neural network

  v0.0.2 app #neuralnetwork #machinelearning #linearalgebra

• f-trak

  A neural network based face detection program that tracks face movement in screen space

  v0.1.0 #face-detection #vision #computer-vision

• exotic

  very rare deep learning framework for rust😏. (See also exotic_macro)

  v0.1.3 nightly #exotic #machine-learning

• forester

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

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

• hammerhead

  Hammerhead is a deep learning Rust library

  v0.1.0 #deep-learning #deep #learning #library

• slow_nn

  A slow neural network library

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

• ndarray-tensorflow

  Adapter for Tensorflow tensors to expose the ndarray API

  v0.3.0 #tensor-flow #ndarray

• fann

  Wrapper for the Fast Artificial Neural Networks library

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

• svm

  Implementation of a modern Support Vector Machine toolbox library

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

• aperature

  Object detection using single shot multibox detector

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

• fast_text

  Binding for Facebook’s FastText package

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

• neuro

  A deep learning library that runs on the GPU

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

• pyrus-nn

  Micro Neural Network framework

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

• cvdl

  A library for Computer Vision and Deep Learning

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

• classifier

  Naive Bayes classifier

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

• cuda_dnn

  cuDNN API bindings

  v0.1.1 #cuda #cudnn

• oner_induction

  An implementation of the 1R rule induction algorithm

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

• rsrl_derive

  Macros for RSRL

  v0.1.0 #machine #reinforcement #learning #rl #ai

• luke

  Deep Learning Library

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

• tangram_zip

  Tangram is an all-in-one automated machine learning framework

  v0.6.0 #zip #learning #framework #machine

• vision

  Computer vision benchmarking datasets

  v0.0.2 #vision #datasets #mnist #machine-learning

• linfa-svm

  Support Vector Machines

  v0.4.0 #svm #machine-learning #linfa #supervised

• rcudnn-sys

  FFI bindings to cuDNN

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

• servito

  Serve your model

  v0.1.0 app #model #server #machinelearning

• mcfly

  McFly replaces your default ctrl-r shell history search with an intelligent search engine that takes into account your working directory and the context of recently executed commands…

  v0.5.7 100 bin+lib #neural-network #shell #search #real-time #history #directory #context #account #engine #intelligent

• maver

  Neural network libary

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

• fbleau

  A tool for measuring black-box security via Machine Learning

  v0.3.2 bin+lib #machine-learning #secrets #black-box #tool

• torch

  Thin torch bindings for rust

  v0.1.0 #ml #torch

• easyneural

  This library will let you train neural networks easily

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

• ne

  Deep learning framework

  v0.1.0 app #deep #learning #framework

• tract-pulse-opl

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

  v0.15.3 3.1K #tensor-flow #neural-networks

• lda

  Topic models via Latent Dirichlet Allocation

  v0.1.0 #bayesian #machine-learning #topic-model

• psyche

  Psyche AI Toolset

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

• linfa-reduction

  A collection of dimensionality reduction techniques

  v0.4.0 #reduction #machine-learning #linfa #spectral #unsupervised

• mnist_read

  Reads generic data and label files in the MNIST file format

  v1.0.1 #mnist #machine-learning #encoding

• random-world

  Implementation of Machine Learning methods for confident prediction (e.g., Conformal Predictors) and related ones introduced in the book Algorithmic Learning in a Random World (ALRW)

  v0.3.0 bin+lib #random #world #prediction #learning #book #machine

• dumbnet

  a [no_std] neural network library

  v0.1.0 nightly #neural-network #stack #neural #allocations #standard #network #work #all

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