Lib.rs

• tract

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

  v0.6.1 220 app #TensorFlow #NeuralNetworks

• tensorflow

  Rust language bindings for TensorFlow

  v0.15.0 2.0K #TensorFlow #bindings

• rv

  Random variables

  v0.9.3 340 #Probability #Statistics #Bayesian #Machine-learning

• finalfusion

  Reader and writer for common word embedding formats

  v0.11.0 1.2K #embeddings #word2vec #glove #finalfusion #fasttext

• tch

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

  v0.1.6 700 #pytorch #deep-learning #machine-learning

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

  v3.0.0-beta.3 160 #algorithmia #algorithm #machine-learning #ai #ml

• rust-bert

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

  v0.5.3 150 bin+lib #nlp #deep-learning #machine-learning #bert #transformers

• rusoto_machinelearning

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

  v0.43.0 110 #AWS #Amazon #machinelearning

• tflite

  Rust bindings for TensorFlow Lite

  v0.8.1 460 #tensorflow #tflite #bindings

• tract-core

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

  v0.6.1 1.0K #TensorFlow #NeuralNetworks

• autograd

  Tensors and differentiable operations in Rust

  v1.0.0 200 #numerics #machine-learning #ndarray #multidimensional #neural-network

• vikos

  A machine learning library for supervised training of parametrized models

  v0.3.1 210 #machine #learning #machine-learning

• piston-ai_behavior

  AI behavior tree

  v0.31.0 600 #ai #behavior #piston #game #logic

• rusty-machine

  A machine learning library

  v0.5.4 1.4K #machine #learning #stats #data #machine-learning

• changepoint

  Change Point Detection in Rust

  v0.5.1 #CPD #Bayesian #Machine-Learning #Statistics

• cudnn

  safe Rust wrapper for CUDA’s cuDNN

  v1.3.1 110 #cudnn #cuda #nvidia #neural-network

• 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…

  v0.7.0 nightly bin+lib #federated-learning #fl #ai #machine-learning

• rsrl

  A fast, extensible reinforcement learning framework in Rust

  v0.7.0 #machine #reinforcement #learning #rl #ai

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.3.0 #cublas #cuda #nvidia #blas

• 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

• ffsvm

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

  v0.8.0 190 nightly #svm #libsvm #machine-learning

• tract-tensorflow

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

  v0.6.1 850 #TensorFlow #NeuralNetworks #ONNX

• gym

  Open AI environments bindings for Rust

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

• torch-sys

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

  v0.1.6 750 sys #pytorch #ffi #deep-learning #machine-learning

• linfa

  A Machine Learning framework for Rust

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

• ocl-convolution

  OpenCL-accelerated 2D convolutions

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

• tf-rs

  High level (Pythonic) API for the TensorFlow framework

  v0.0.5 #tensorflow #API

• rosbag

  Utilities for reading ROS bag files

  v0.3.0 #ros #datasets #robotics

• leaf

  Machine Learning Framework for Hackers

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

• easy-ml

  Matrix and linear algebra library aimed at being easy to use

  v1.1.0 #machine-learning #machine #learning #matrices #linear-algebra

• mli

  Machine Learning Interface for Rust

  v0.11.0 #learning #machine #combinator #tensor

• darknet

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

  v0.1.3 #darknet #machine-learning #deep-learning #neural-networks #yolo

• rustlearn

  A machine learning package for Rust

  v0.5.0 220 sys #machine-learning

• fann

  Wrapper for the Fast Artificial Neural Networks library

  v0.1.7 180 #neural #network #fann #classifier #backpropagation

• criterion-stats

  Criterion’s statistics library

  v0.3.0 1.2K #statistics #stats #criterion

• nnsplit

  Rust bindings for fast, robust sentence splitting using machine learning

  v0.2.2 #pytorch #deep-learning #machine-learning #tokenizer #sentencizer

• juice

  Machine Learning Framework for Hackers

  v0.2.3 #deep-learning #neural-networks #machine-learning #framework

• liblinear

  Rust bindings for the liblinear C++ library

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

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

  v1.6.0 #cudnn #cuda #nvidia #neural-network

• lfa

  Native rust implementations of linear function approximators

  v0.14.0 130 #function #approximation #linear #ai #rl

• ecoz2

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

  v0.1.1 app #hmm #hidden-markov-model #linear-prediction #vector-quantization #machine-learning

• neuro

  A deep learning library that runs on the GPU

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

• deep_rust

  Machine learning crate in Rust (under dev)

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

• prophet

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

  v0.4.2 130 #deep-learning #neural-networks #machine-learning #classifier

• rusticsom

  Rust library for Self Organising Maps (SOM)

  v1.0.0 #machine-learning #SOM #ML #self-organizing-map

• perceptron

  A super fast online learning library using perceptron

  v0.1.1 #perceptron #machine-learning

• juggernaut

  Neural Network in Rust

  v0.9.0 100 #ai #neural-network #deep-learning

• xgboost

  Machine learning using XGBoost

  v0.1.4 #xgboost #machine-learning

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

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

• mnist

  MNIST data set parser

  v0.4.0 #mnist #machine #learning #machine-learning #images

• mnist-extractor

  A simple utility to extract MNIST dataset

  v0.1.1 #mnist #extractor #dataset

• collenchyma-nn

  collenchyma plugin providing Neural Network operations

  v0.3.4 130 #neural-network #collenchyma #computation #hpc #plugin

• tinguely

  Machine learning library

  v0.1.0 #machine-learning #machine #learning #stats

• blingfire-sys

  Bindings to the BlingFire C++ library

  v0.2.1 sys #nlp #tokenizer #machine-learning #blingfire

• ndarray-tensorflow

  Adapter for Tensorflow tensors to expose the ndarray API

  v0.3.0 370 #TensorFlow #ndarray

• bbt

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

  v0.2.0 #bayesian #skill #rating

• neuroflow

  The neural network library implemented in Rust

  v0.1.3 100 #machine-learning #neural-networks #data-learning #math #backpropagation

• alumina

  An Experimental Deep Learning Library

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

• cublas

  safe Rust wrapper for CUDA’s cuDNN

  v0.2.0 #cublas #cuda #nvidia #blas

• cogset

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

  v0.2.0 220 #data-science #cluster #clustering

• rust-mnist

  A simple MNIST parser/loader written in rust

  v0.1.3 #MNIST #idx

• r

  a set of utils for machine learning

  v0.0.9 230 #r #machine-learning #utils #learning #machine

• oner_induction

  An implementation of the 1R rule induction algorithm

  v0.2.0 #machine-learning #data-science #rules

• linfa-clustering

  A collection of clustering algorithms

  v0.1.0 #clustering #machine-learning #linfa #k-means #unsupervised

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 #math #machine-learning #approximation

• 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

• cppn

  Compositional Pattern Producing Networks

  v0.3.0 #evolution #neuro #net #cppn

• adtensor

  Machine learning library with auto differentiation of arbitrary dimensional stack tensors

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

• nnet

  A feedforward neural network

  v0.0.2 app #neuralnetwork #machinelearning #linearalgebra

• stamm

  A library for implementing custom decision trees and random forests

  v0.2.0 #randomforest #decisiontree

• tract-onnx

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

  v0.6.1 430 #TensorFlow #NeuralNetworks #ONNX

• primitiv

  A Neural Network Toolkit

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

• fast_text

  Binding for Facebook’s FastText package

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

• coaster-nn

  coaster plugin providing Neural Network operations

  v0.4.1 #neural-network #coaster #computation #hpc #plugin

• roosterteeth_rs

  Rust Bindings for the RoosterTeeth SVOD API

  v0.1.0 #TensorFlow #bindings

• openml

  A rust interface to OpenML

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

• 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

• fann-sys

  Low-level bindings to the Fast Artificial Neural Networks library

  v0.1.7 120 #neural #network #fann #classifier #backpropagation

• orkhon

  Machine Learning Inference Framework and Server Runtime

  v0.1.0 nightly #machine-learning #framework #inference #prediction #python-runtime

• maver

  Neural network libary

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

• 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

• rstat

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

  v0.3.0 #probability #statistics #sampling #distribution

• running-average

  Calculate running average with specified time window width using constant memory

  v0.1.0 #statistics #performance #metric

• sarek

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

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

• rustogram

  A rust port of HdrHistogram

  v0.1.4 #histogram #dynamic #hdrhistogram #statistics #percentile

• forester

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

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

• torch

  Thin torch bindings for rust

  v0.1.0 #ml #torch

• 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

• popcorn-nn

  Popcorn NN: Neural Network Operations for Popcorn

  v0.1.0 #ml #tensor #gpu #blas

• prob

  Calculating independent probabilities

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

• advancedresearch-utility_programming

  A library for composable utility programming

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

• dice

  A crate for calculating arbitrary dice probabilities

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

• 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

• classifier

  Naive Bayes classifier

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

• cuda_blas

  cuBLAS API bindings

  v0.1.0 nightly #cuda #blas #cublas

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