Lib.rs

• tch

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

  v0.4.0 1.5K #pytorch #deep-learning #machine-learning

• rust-bert

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

  v0.14.0 550 bin+lib #nlp #deep-learning #machine-learning #transformers #translation

• tract-hir

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

  v0.14.0 4.2K #tensor-flow #neural-networks

• linfa

  A Machine Learning framework for Rust

  v0.4.0 480 #machine-learning #linfa #ai #ml

• onnxruntime

  Wrapper around Microsoft’s ONNX Runtime

  v0.0.12 140 #neuralnetworks #onnx #bindings

• finalfusion

  Reader and writer for common word embedding formats

  v0.15.0 850 #embeddings #word2vec #glove #finalfusion #fasttext

• autograd

  Tensors and differentiable operations in Rust

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

• tflite

  Rust bindings for TensorFlow Lite

  v0.9.5 1.6K #tensorflow #tflite #bindings

• rv

  Random variables

  v0.12.0 350 #probability #statistics #bayesian #machine-learning

• orkhon

  Machine Learning Inference Framework and Server Runtime

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

• 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

• rstats

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

  v0.6.3 250 #statistics #vector-algebra #geometric-median #machine-learning #multidimensional

• tract-core

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

  v0.14.0 4.1K #tensor-flow #neural-networks

• batched-fn

  Middleware for serving deep learning models with batched prediction

  v0.2.2 120 #deep-learning #batched-prediction #middleware #backpressure

• corgi

  Machine learning, and automatic differentation implementation for Rust

  v0.8.8 130 #machine-learning #neural-network #deep-learning #autograd #tensor

• mnist

  MNIST data set parser

  v0.4.1 240 #mnist #machine #learning #machine-learning #images

• torch-sys

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

  v0.4.0 1.5K sys #pytorch #ffi #deep-learning #machine-learning

• juice

  Machine Learning Framework for Hackers

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

• darknet

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

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

• tensorflow

  Rust language bindings for TensorFlow

  v0.16.1 2.9K #tensor-flow #bindings

• algorithmia

  Client for calling algorithms and managing data hosted using Algorithmia

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

• changepoint

  Change Point Detection in Rust

  v0.11.1 110 #cpd #bayesian #machine-learning #statistics

• cudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• easy-ml

  Matrix and linear algebra library aimed at being easy to use

  v1.5.0 #machine-learning #machine #learning #matrices #linear-algebra

• onnxruntime-sys

  Unsafe wrapper around Microsoft’s ONNX Runtime

  v0.0.12 1.6K sys #neuralnetworks #onnx #bindings

• cogent

  Basic neural network library for classification

  v0.6.3 190 #deep-learning #neural-networks #machine-learning

• tract-onnx

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

  v0.14.0 2.9K #tensor-flow #neural-networks #onnx

• rsrl

  A fast, extensible reinforcement learning framework in Rust

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

• simple_ml

  Functions required for data analysis and machine learning tasks

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

• intel-mkl-src

  Redistribution of Intel(R) MKL as a crate

  v0.6.0+mkl2020.1 1.1K sys #fft #blas #lapack

• bhtsne

  Vanilla and Barnes-Hut implementations of t-SNE

  v0.4.0 #tsne #data-visualization #data-analysis #barnes-hut #machine-learning

• rcudnn-sys

  FFI bindings to cuDNN

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

• tensorboard-rs

  Write data for Tensorboard from Rust

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

• ritenn

  A multilayer feedforward backpropagation neural network library

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

• newron

  A Rust library to train and infer deep learning models

  v0.5.1 #neural #network #deep #learning

• linfa-clustering

  A collection of clustering algorithms

  v0.4.0 440 #clustering #machine-learning #linfa #k-means #unsupervised

• autograph

  Machine Learning Library for Rust

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

• rustlearn

  A machine learning package for Rust

  v0.5.0 310 sys #machine-learning

• 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

• rust_tokenizers

  High performance tokenizers for Rust

  v6.2.2 650 #nlp #machine-learning #tokenizer

• linfa-reduction

  A collection of dimensionality reduction techniques

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

• 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

• ffsvm

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

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

• blingfire-sys

  Bindings to the BlingFire C++ library

  v1.0.1 410 sys #nlp #tokenizer #machine-learning #blingfire

• nnsplit

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

  v0.5.7 210 #pytorch #deep-learning #machine-learning #tokenizer #sentencizer

• 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

• kmedoids

  k-Medoids clustering with the FasterPAM algorithm

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

• confusion_matrix

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

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

• einops

  Simplistic API for deep learning tensor operations

  v0.1.0 #deep-learning #tensor #tch

• ast_topology

  Differentiable programming for Rust

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

• paddle-sys

  Bindings to Paddle Inference for running deep learning models

  v0.1.1 #ai #machine-learning #deep-learning #paddlepaddle

• rusty-machine

  A machine learning library

  v0.5.4 420 #machine #learning #stats #data #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

• rcudnn

  safe Rust wrapper for CUDA’s cuDNN

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

• tract-nnef

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

  v0.14.0 3.8K #neural-networks #nnef

• 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

• 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

• linfa-kernel

  Kernel methods for non-linear algorithms

  v0.4.0 #kernel #machine-learning #linfa

• gym

  Open AI environments bindings for Rust

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

• 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

  v3.0.0 #search #nlp #machine-learning #similarity

• ocl-convolution

  OpenCL-accelerated 2D convolutions

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

• 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

• alumina

  An Experimental Deep Learning Library

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

• tract

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

  v0.14.0 300 app #tensor-flow #neural-networks

• rustml

  A library for doing maching learning in Rust

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

• lightgbm

  Machine learning using LightGBM

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

• tsuga

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

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

• xaynet-core

  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 #federated-learning #fl #ai #machine-learning

• smartcore

  The most advanced machine learning library in rust

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

• neuralnetwork

  A small neural network lib written from scratch

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

• mnist_read

  Reads generic data and label files in the MNIST file format

  v1.0.1 #mnist #machine-learning #encoding

• neuroflow

  The neural network library implemented in Rust

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

• auto-diff

  A neural network library in Rust

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

• nn

  A multilayer feedforward backpropagation neural network library

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

• fastapprox

  Fast approximate versions of certain functions that arise in machine learning

  v0.3.0 #math #machine-learning #approximation

• vowpalwabbit-sys

  Rust bindings for VowpalWabbit

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

• l2

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

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

• blingfire

  Wrapper for the BlingFire tokenization library

  v1.0.0 400 #nlp #tokenizer #machine-learning #blingfire

• mkl_link

  Library for linking with MKL

  v0.1.2 #blas #intel #mkl

• 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

• 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

• spaces

  Set/space primitives for defining machine learning problems

  v5.0.0 150 #geometry #vector #spaces #machine #learning

• cudnn-sys

  FFI bindings to cuDNN

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

• rcublas

  safe Rust wrapper for CUDA’s cuBLAS

  v0.5.0 #cublas #cuda #nvidia #blas

• liblinear

  Rust bindings for the liblinear C++ library

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

• sage

  deep learning in rust (reserved for the future use)

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

• openml

  A rust interface to OpenML

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

• linfa-trees

  A collection of tree-based algorithms

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

• cuticula

  Data Preprocessing library for Machine Learning

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

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