Lib.rs

• tract-nnef

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

  v0.15.8 4.0K #neural-networks #nnef

• rust-bert

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

  v0.17.0 550 bin+lib #nlp #deep-learning #machine-learning #transformers #translation

• tch

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

  v0.6.1 2.8K #pytorch #deep-learning #machine-learning

• rstats

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

  v1.0.7 1.1K #machine-learning #statistics #vector-algebra #geometric-median #multidimensional

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

  v1.8.0 #cudnn #cuda #nvidia #neural-network

• tract-tensorflow

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

  v0.15.8 1.7K #tensor-flow #neural-networks #onnx

• linfa

  A Machine Learning framework for Rust

  v0.5.0 1.5K #machine-learning #linfa #ai #ml

• juice

  Machine Learning Framework for Hackers

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

• onnxruntime

  Wrapper around Microsoft’s ONNX Runtime

  v0.0.14 1.0K #neuralnetworks #onnx #bindings

• pv_porcupine

  The Rust bindings for Picovoice’s Porcupine library

  v2.1.0 110 #wake-word-engine #hotword-detection #keyword-spotting #wake-word-detection #voice-commands

• finalfusion

  Reader and writer for common word embedding formats

  v0.17.2 2.3K #embeddings #word2vec #glove #finalfusion #fasttext

• google-tpu1

  A complete library to interact with TPU (protocol v1)

  v2.0.8+20210217 #tpu #google #protocol #web #api

• neat-gru

  NEAT algorithm with GRU gates

  v1.1.0 140 #neat #ai #machine-learning #genetic #algorithm

• constriction

  Entropy coders for research and production (Rust and Python)

  v0.2.3 100 no-std #compression #entropy-coding #range-coding #python #machine-learning

• picovoice

  Rust SDK for Picovoice’s voice recognition platform

  v2.1.1 #natural-language #speech-recognition #voice-control #voice-recognition #wake-word

• easy-ml

  Machine learning library providing matrices, linear algebra and automatic differentiation aimed at being easy to use

  v1.8.1 #machine-learning #machine #learning #matrices #linear-algebra

• autograd

  Tensors and differentiable operations in Rust

  v2.0.0-rc3 #numerics #machine-learning #ndarray #multidimensional #neural-network

• rv

  Random variables

  v0.14.1 450 #probability #statistics #bayesian #machine-learning

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.6.0 #cublas #cuda #nvidia #blas

• darknet

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

  v0.3.3 #darknet #machine-learning #deep-learning #neural-networks #yolo

• rust_tokenizers

  High performance tokenizers for Rust

  v7.0.1 1.6K #nlp #machine-learning #tokenizer

• eval-metrics

  Evaluation metrics for machine learning

  v1.0.1 140 #evaluation-metrics #machine-learning

• autograph

  A machine learning library for Rust

  v0.1.1 #neural-networks #machine-learning #deep-learning #autograd #gpu

• mnist

  MNIST data set parser

  v0.5.0 550 #mnist #machine #learning #machine-learning #images

• bhtsne

  Exact and Barnes-Hut implementations of t-SNE

  v0.5.0 100 #tsne #data-visualization #data-analysis #barnes-hut #machine-learning

• torch-sys

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

  v0.6.1 2.8K sys #pytorch #ffi #deep-learning #machine-learning

• kmedoids

  k-Medoids clustering with the FasterPAM algorithm

  v0.2.0 #clustering #machine-learning #matrix #optimization #algorithm

• hotg-runecoral

  Bindings to the librunecoral library for doing hardware-accelerated inference

  v0.3.6 190 #rune #coral #tensorflow

• tract-hir

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

  v0.15.8 2.9K #tensor-flow #neural-networks

• automl

  Automated machine learning for classification and regression

  v0.2.4 #machine-learning #ml #ai #smartcore #automl

• batched-fn

  Middleware for serving deep learning models with batched prediction

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

• omikuji

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

  v0.4.1 bin+lib #machine-learning #multi-label #classification #xmc

• tflite

  Rust bindings for TensorFlow Lite

  v0.9.6 5.9K #tensorflow #tflite #bindings

• neuronika

  Tensors and dynamic neural networks

  v0.2.0 #deep-learning #auto-differentiation #machine-learning #tensors

• tflitec

  A safe Rust wrapper of TensorFlow Lite C API supporting x86_64 and ARM (iOS, Android)

  v0.3.3 #bindings #tensorflow #machine-learning #ffi #cross-platform

• linfa-clustering

  A collection of clustering algorithms

  v0.5.0 1.3K #clustering #machine-learning #linfa #k-means #unsupervised

• onnxruntime-sys

  Unsafe wrapper around Microsoft’s ONNX Runtime

  v0.0.14 1.1K sys #neuralnetworks #onnx #bindings

• einops

  Simplistic API for deep learning tensor operations

  v0.3.0-alpha.1 #deep-learning #tensor #tch

• rust-optimal-transport

  A library of optimal transport solvers for Rust

  v0.1.1 #optimal-transport #ot #machine-learning #optimization #ai

• corgi

  Machine learning, and automatic differentation implementation for Rust

  v0.9.9 #machine-learning #neural-network #deep-learning #autograd #tensor

• hotg-rune-proc-blocks

  Core tools and abstractions for developing proc blocks in Rune

  v0.11.2 250 no-std #rune #proc-block #tensorflow

• linfa-bayes

  Collection of Naive Bayes Algorithms

  v0.5.0 #factorization #machine-learning #linfa #unsupervised

• nnv-rs

  Verification and Statistics on Deep Neural Networks

  v0.5.4 nightly #ndarray #statistics #verification #machine-learning #deep-learning

• cudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• auto-diff

  A neural network library in Rust

  v0.5.0 bin+lib #machine-learning #neural-network #deep-learning

• 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

• orkhon

  Machine Learning Inference Framework and Server Runtime

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

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

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

• cogent

  Basic neural network library for classification

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

• pv_rhino

  The Rust bindings for Picovoice’s Rhino library

  v2.1.0 #speech-to-intent #voice-commands #voice-control #speech-recognition #natural-language

• opensrdk-kernel-method

  Standard Kernel Method library for OpenSRDK toolchain

  v0.1.8 #machine-learning

• tangram_linear

  Tangram makes it easy for programmers to train, deploy, and monitor machine learning models

  v0.7.0 bin+lib #automl #tangram #developer-tools #elixir-lang #elixir #linear #machine-learning #golang #js #javascript

• ffsvm

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

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

• 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

• simple_ml

  Functions required for data analysis and machine learning tasks

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

• deep_thought

  Feed-forward neural networks in rust

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

• rustlearn

  A machine learning package for Rust

  v0.5.0 1.0K sys #machine-learning

• rusticsom

  Rust library for Self Organising Maps (SOM)

  v1.1.1 #som #ml #self-organizing-map

• mosec

  Model Serving made Efficient in the Cloud

  v0.3.1 app #deep-learning #hacktoberfest #machine-learning #machine-learning-platform #model-serving #mlops #nerual-network #ml

• tract-onnx

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

  v0.15.8 1.5K #tensor-flow #neural-networks #onnx

• creature_feature

  Composable n-gram combinators that are ergonomic and bare-metal fast

  v0.1.1 bin+lib #ml #nlp #feature #features #n-gram #computer-vision #bare-metal

• rsrl

  A fast, extensible reinforcement learning framework in Rust

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

• pv_cobra

  The Rust bindings for Picovoice’s Cobra library

  v1.1.0 #voice-activity #voice-detection #vad

• vinyana

  A neural network library

  v0.2.0 #neural-network #perceptron

• changepoint

  Change Point Detection in Rust

  v0.12.2 #cpd #bayesian #machine-learning #statistics

• vikos

  A machine learning library for supervised training of parametrized models

  v0.3.1 #machine #learning #machine-learning

• nn-rs

  1D nearest neighbors for nalgebra

  v0.1.2 #nearest #neighbours #nalgebra

• dense

  An encoder/decoder to/from dense files

  v2.0.0 #mnist #machine-learning #encoding #compression

• paddle-sys

  Bindings to Paddle Inference for running deep learning models

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

• tensorgraph-math

  backbone for tensorgraph, providing math primitives

  v0.1.11 220 nightly #numerics #machine-learning #neural-network #cuda #blas

• leaf

  Machine Learning Framework for Hackers

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

• newron

  A Rust library to train and infer deep learning models

  v0.5.1 #neural #network #deep #learning

• dataflow

  Dataflow is a data processing library, primarily for machine learning

  v0.1.1 #machine-learning #graph #dataloader #data-processing

• rcudnn-sys

  FFI bindings to cuDNN

  v0.5.0 sys #cudnn #cuda #nvidia #sys

• linfa-trees

  A collection of tree-based algorithms

  v0.5.0 #machine-learning #linfa #trees #supervised

• tex-match

  Search through over 1000 different LaTeX symbols by sketching

  v1.2.0 app #gtk #computer-vision #linux #latex #tex

• generate-captcha

  Generate a training dataset of captchas. But do it really really fast.

  v0.1.0 app #captcha #machine-learning #dataset-generator #deep-learning #dataset

• opensrdk-optimization

  Standard mathematical optimization library for OpenSRDK toolchain

  v0.1.4 #machine-learning

• txtai

  Build AI-powered semantic search applications in Rust

  v4.0.0 #search #nlp #machine-learning #similarity

• deep_rust

  Machine learning crate in Rust (under dev)

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

• blingfire

  Wrapper for the BlingFire tokenization library

  v1.0.0 650 #nlp #tokenizer #machine-learning #blingfire

• juggernaut

  Neural Network in Rust

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

• fann

  Wrapper for the Fast Artificial Neural Networks library

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

• ibm-watson

  API for IBM Watson

  v0.1.0 #sdk #ibm #ai #iot #cloud

• oxineat-nn

  A neural-network implementation of the OxiNEAT crate’s Genome trait

  v0.1.1 #neat #neural-network

• mli

  Machine Learning Interface for Rust

  v0.11.0 #learning #machine #combinator #tensor

• ritenn

  A multilayer feedforward backpropagation neural network library

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

• prophet

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

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

• finalfusion-utils

  finalfusion utilities

  v0.14.1 app #embeddings #finalfusion #fasttext #utils #word2vec #glove #process

• ast_topology

  Differentiable programming for Rust

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

• synerise/cleora

  Cleora is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data

  GitHub 1.1.0 22K bin+lib #cleora-embeddings #ai #deepwalk #embeddings #dataset #machine-learning #entity #graph #datasets #ml

• sann

  Simple Neural Network

  v0.1.0 app #nn #neural-network #perceptron

• confusion_matrix

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

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

• word2vec

  Rust interface to word2vec

  v0.3.3 #word2vec

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 340 #math #machine-learning #approximation

• tensorflow

  Rust language bindings for TensorFlow

  v0.17.0 2.9K #tensor-flow #bindings

• tensorboard-rs

  Write data for Tensorboard from Rust

  v0.2.4 350 #machine-learning #neural-network #deep-learning

• ocl-convolution

  OpenCL-accelerated 2D convolutions

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

• convolutions-rs

  Fast, minimal dependency, completely Rust implementation of convolutions for machine learning

  v0.2.1 #machine-learning #learning #machine #dependency #fast #implementation

• gym

  Open AI environments bindings for Rust

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

• tangram_features

  Tangram makes it easy for programmers to train, deploy, and monitor machine learning models

  v0.7.0 #automl #tangram #developer-tools #elixir-lang #elixir #machine-learning #golang #js #javascript #features

• relearn

  A Reinforcement Learning library

  v0.1.2 bin+lib #reinforcement #pytorch #learning #c-api #reinforcement-learning #interface #runner #c #neural #backend

• 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

• tract-core

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

  v0.15.8 4.0K #tensor-flow #neural-networks

• primitiv

  A Neural Network Toolkit

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

• lightgbm

  Machine learning using LightGBM

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

• compiled-nn-bindings

  A JIT Compiler for Neural Network Inference

  v0.1.0 #nn #binding #compiled #bindings #jit #compiler #neural-network #inference #neural

• neuroflow

  The neural network library implemented in Rust

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

• perceptron

  A super fast online learning library using perceptron

  v0.1.1 #perceptron #machine-learning

• smartcore

  The most advanced machine learning library in rust

  v0.2.0 460 #machine-learning #statistical #ai #optimization #linear-algebra

• tinguely

  Machine learning library

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

• einops-macros

  Simplistic API for deep learning tensor operations

  v0.1.0-alpha.1 macro #deep-learning #tensor #tch

• linfa-kernel

  Kernel methods for non-linear algorithms

  v0.5.0 #kernel #machine-learning #linfa

• nn

  A multilayer feedforward backpropagation neural network library

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

• siren-torch

  SIREN neural network implementation in Rust for PyTorch

  v0.1.1 #pytorch #deep-learning #machine-learning #signal-processing

• tangram_text

  Tangram makes it easy for programmers to train, deploy, and monitor machine learning models

  v0.7.0 #automl #tangram #developer-tools #elixir-lang #elixir #text #machine-learning #golang #js #javascript

• cublas

  safe Rust wrapper for CUDA’s cuDNN

  v0.2.0 #cublas #cuda #nvidia #blas

• liblinear

  Rust bindings for the liblinear C++ library

  v1.0.0 140 sys #machine-learning #statistics #svm #linear-model

• alumina

  An Experimental Deep Learning Library

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

• mkl_link

  Library for linking with MKL

  v0.1.2 #blas #intel #mkl

• differential-evolution

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

  v0.2.2 #evolution #optimization #genetic #de

• titus

  Neural networks in Rust

  v0.1.0 #deep-learning #data #computing

• millardjn/rusty_sr

  Deep learning superresolution in pure rust

  GitHub 0.1.1 10K app #deep-learning #machine-learning #neural-network #rusty #infer

• collenchyma-nn

  collenchyma plugin providing Neural Network operations

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

• rust-blas

  BLAS bindings and wrappers, fork of rblas

  v0.2.0 #blas

• openml

  A rust interface to OpenML

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

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

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

• cntk

  Wrapper around Microsoft CNTK library

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

• neuralnetwork

  A small neural network lib written from scratch

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

• xain-fl

  The XAIN 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 enabling…

  v0.8.0 nightly bin+lib #federated-learning #fl #ai #machine-learning

• torch

  Thin torch bindings for rust

  v0.1.0 #ml #torch

• rustml

  A library for doing maching learning in Rust

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

• siarne

  Fast simulation of artificial neurons

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

• adtensor

  Machine learning library with auto differentiation of arbitrary dimensional stack tensors

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

• yarnn

  Yet Another rust Neural Network framework

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

• cudnn-sys

  FFI bindings to cuDNN

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

• sarek

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

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

• sloword2vec

  A naive implementation of word2vec

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

• slow_nn

  A slow neural network library

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

• xgboost

  Machine learning using XGBoost

  v0.1.4 #machine-learning

• mako

  Mako is the main Sidekick AI data processing library

  v0.3.0 #machine-learning #graph #dataloader #ai #data-processing

• fast_text

  Binding for Facebook’s FastText package

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

• rcublas-sys

  FFI bindings to cuBLAS

  v0.5.0 sys #cublas #cuda #nvidia #sys

• nnet

  A feedforward neural network

  v0.0.2 app #neuralnetwork #machinelearning #linearalgebra

• tensorgraph-sys

  backbone for tensorgraph, providing memory manamagement across devices

  v0.1.11 250 nightly #numerics #machine-learning #neural-network #cuda #blas

• forester

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

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

• statml

  Statistical Machine Learning in Rust

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

• fann-sys

  Low-level bindings to the Fast Artificial Neural Networks library

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

• tangram_zip

  Tangram makes it easy for programmers to train, deploy, and monitor machine learning models

  v0.7.0 #automl #tangram #developer-tools #zip #elixir-lang #elixir #machine-learning #golang #js #javascript

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