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https://github.com/dotnet/machinelearning

algorithms dotnet machine-learning ml

Score: 27.74497573670421

Last synced: about 3 hours ago
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ML.NET is an open source and cross-platform machine learning framework for .NET.


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Package metadata

nuget.org: microsoft.data.dataview

Contains the IDataView system which is a set of interfaces and components that provide efficient, compositional processing of schematized data for machine learning and advanced analytics applications.

  • Homepage: https://dot.net/
  • Licenses: mit
  • Latest release: (published about 1 month ago)
  • Last Synced: 2026-04-13T19:03:29.602Z (about 1 month ago)
  • Versions: 2
  • Dependent Packages: 4
  • Dependent Repositories: 23
  • Rankings:
    • Dependent repos count: 1.432%
    • Average: 2.53%
    • Dependent packages count: 3.629%
nuget.org: microsoft.ml.tensorflow.redist

Microsoft.ML.TensorFlow.Redist contains the TensorFlow C library version 1.13.1 redistributed as a NuGet package.

  • Homepage: https://www.tensorflow.org/
  • Licenses: mit
  • Latest release: 0.14.0 (published almost 7 years ago)
  • Last Synced: 2026-04-28T12:06:41.500Z (19 days ago)
  • Versions: 11
  • Dependent Packages: 3
  • Dependent Repositories: 19
  • Downloads: 283,168 Total
  • Rankings:
    • Dependent repos count: 1.597%
    • Downloads: 2.674%
    • Average: 3.027%
    • Dependent packages count: 4.81%
  • Maintainers (3)
nuget.org: microsoft.ml.onnxtransform

ML.NET component for Microsoft.ML.Scoring library

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: (published 23 days ago)
  • Last Synced: 2026-04-24T21:17:09.522Z (23 days ago)
  • Versions: 5
  • Dependent Packages: 4
  • Dependent Repositories: 2
  • Rankings:
    • Dependent packages count: 3.629%
    • Average: 4.378%
    • Dependent repos count: 5.128%
nuget.org: microsoft.ml.matrixfactorization

LIBMF, the core computation library for matrix factorization in ML.NET

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: (published 4 days ago)
  • Last Synced: 2026-05-13T05:32:25.219Z (4 days ago)
  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 8
  • Rankings:
    • Dependent repos count: 2.506%
    • Average: 6.716%
    • Dependent packages count: 10.925%
nuget.org: microsoft.ml.dnn

Microsoft.ML.Dnn contains APIs to do high level DNN training such as image classification.

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: (published 30 days ago)
  • Last Synced: 2026-04-17T20:16:22.017Z (30 days ago)
  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 6
  • Rankings:
    • Dependent repos count: 2.924%
    • Average: 6.924%
    • Dependent packages count: 10.924%
nuget.org: libtorch-cuda-10.2-win-x64-part1-primary

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 22 days ago)
  • Last Synced: 2026-04-25T12:04:36.947Z (22 days ago)
  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment1

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 19 days ago)
  • Last Synced: 2026-04-28T18:32:18.473Z (19 days ago)
  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-linux-x64-part2-primary

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 24 days ago)
  • Last Synced: 2026-04-23T21:46:44.838Z (24 days ago)
  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment2

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 5 days ago)
  • Last Synced: 2026-05-12T07:46:58.403Z (5 days ago)
  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment3

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 27 days ago)
  • Last Synced: 2026-04-20T16:46:44.726Z (27 days ago)
  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-win-x64-part1-fragment1

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 24 days ago)
  • Last Synced: 2026-04-23T13:11:31.573Z (24 days ago)
  • Versions: 4
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: libtorch-cuda-10.2-linux-x64-part1

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: (published 6 days ago)
  • Last Synced: 2026-05-11T21:33:37.259Z (6 days ago)
  • Versions: 6
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 10.33%
    • Average: 11.513%
    • Dependent repos count: 12.697%
nuget.org: microsoft.ml.dataview

Contains the IDataView system which is a set of interfaces and components that provide efficient, compositional processing of schematized data for machine learning and advanced analytics applications.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-14T13:58:15.639Z (3 days ago)
  • Versions: 46
  • Dependent Packages: 4
  • Dependent Repositories: 0
  • Downloads: 22,480,262 Total
  • Rankings:
    • Downloads: 0.454%
    • Average: 11.923%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml

ML.NET is a cross-platform open-source machine learning framework which makes machine learning accessible to .NET developers.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-11T20:31:10.196Z (6 days ago)
  • Versions: 57
  • Dependent Packages: 76
  • Dependent Repositories: 0
  • Downloads: 14,489,912 Total
  • Rankings:
    • Downloads: 0.516%
    • Average: 11.944%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.cpumath

Microsoft.ML.CpuMath contains optimized math routines for ML.NET.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-12T22:32:21.387Z (about 1 month ago)
  • Versions: 54
  • Dependent Packages: 3
  • Dependent Repositories: 0
  • Downloads: 13,513,045 Total
  • Rankings:
    • Downloads: 0.522%
    • Average: 11.946%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.onnx

ML.NET component for exporting ONNX Models

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: (published about 1 month ago)
  • Last Synced: 2026-04-13T05:47:54.516Z (about 1 month ago)
  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 5
  • Rankings:
    • Dependent repos count: 3.216%
    • Average: 11.965%
    • Dependent packages count: 20.713%
nuget.org: microsoft.ml.lightgbm

ML.NET component for LightGBM

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-15T19:17:15.059Z (2 days ago)
  • Versions: 54
  • Dependent Packages: 5
  • Dependent Repositories: 0
  • Downloads: 6,058,060 Total
  • Rankings:
    • Downloads: 0.659%
    • Average: 11.992%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.data.analysis

This package contains easy-to-use and high-performance libraries for data analysis and transformation.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-14T13:58:14.780Z (3 days ago)
  • Versions: 33
  • Dependent Packages: 21
  • Dependent Repositories: 0
  • Downloads: 9,801,122 Total
  • Rankings:
    • Downloads: 0.821%
    • Average: 12.045%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.fasttree

ML.NET component for FastTree

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-12T06:31:17.775Z (5 days ago)
  • Versions: 45
  • Dependent Packages: 4
  • Dependent Repositories: 0
  • Downloads: 4,649,401 Total
  • Rankings:
    • Downloads: 0.883%
    • Average: 12.066%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.mkl.redist

Microsoft.ML.Mkl.Redist contains the MKL library redistributed as a NuGet package.

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-19T12:06:22.947Z (28 days ago)
  • Versions: 50
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 4,103,248 Total
  • Rankings:
    • Downloads: 0.921%
    • Average: 12.079%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.imageanalytics

ML.NET component for Image support

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-16T08:30:51.864Z (1 day ago)
  • Versions: 53
  • Dependent Packages: 10
  • Dependent Repositories: 0
  • Downloads: 2,235,157 Total
  • Rankings:
    • Downloads: 1.087%
    • Average: 12.134%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.tensorflow

Microsoft.ML.TensorFlow contains ML.NET integration of TensorFlow.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-08T17:30:49.284Z (9 days ago)
  • Versions: 52
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 2,127,009 Total
  • Rankings:
    • Downloads: 1.114%
    • Average: 12.143%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.recommender

LIBMF, the core computation library for matrix factorization in ML.NET

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-12T13:57:28.348Z (5 days ago)
  • Versions: 47
  • Dependent Packages: 4
  • Dependent Repositories: 0
  • Downloads: 1,914,070 Total
  • Rankings:
    • Downloads: 1.198%
    • Average: 12.171%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.vision

Microsoft.ML.Vision contains high level APIs for vision tasks like image classification.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-21T15:34:23.390Z (26 days ago)
  • Versions: 38
  • Dependent Packages: 8
  • Dependent Repositories: 0
  • Downloads: 1,816,178 Total
  • Rankings:
    • Downloads: 1.206%
    • Average: 12.174%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (2)
nuget.org: microsoft.ml.mkl.components

ML.NET additional learners making use of Intel Mkl.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-24T23:32:43.355Z (23 days ago)
  • Versions: 45
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 1,848,958 Total
  • Rankings:
    • Downloads: 1.207%
    • Average: 12.174%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.timeseries

Microsoft.ML.TimeSeries contains ML.NET Time Series prediction algorithms. Uses Intel Mkl.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-05-11T17:31:07.106Z (6 days ago)
  • Versions: 50
  • Dependent Packages: 5
  • Dependent Repositories: 0
  • Downloads: 2,490,083 Total
  • Rankings:
    • Downloads: 1.223%
    • Average: 12.18%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.automl

ML.NET AutoML: Optimizes an ML pipeline for your dataset, by automatically locating the best feature engineering, model, and hyperparameters

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-18T04:46:46.221Z (29 days ago)
  • Versions: 43
  • Dependent Packages: 8
  • Dependent Repositories: 0
  • Downloads: 1,593,431 Total
  • Rankings:
    • Downloads: 1.303%
    • Average: 12.206%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (2)
nuget.org: microsoft.ml.onnxtransformer

ML.NET component for Microsoft.ML.OnnxRuntime.Managed library

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-17T04:46:37.559Z (about 1 month ago)
  • Versions: 46
  • Dependent Packages: 13
  • Dependent Repositories: 0
  • Downloads: 1,896,759 Total
  • Rankings:
    • Downloads: 1.519%
    • Average: 12.278%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.featurizers

ML.NET featurizers with native code implementation

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: 0.19.1 (published about 4 years ago)
  • Last Synced: 2026-05-02T03:02:39.937Z (15 days ago)
  • Versions: 13
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 18,863 Total
  • Rankings:
    • Dependent repos count: 10.162%
    • Average: 12.354%
    • Downloads: 13.015%
    • Dependent packages count: 13.886%
  • Maintainers (2)
nuget.org: microsoft.extensions.ml

An integration package for ML.NET models on scalable web apps and services.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 5.0.0 (published 6 months ago)
  • Last Synced: 2026-04-15T00:02:50.591Z (about 1 month ago)
  • Versions: 43
  • Dependent Packages: 3
  • Dependent Repositories: 0
  • Downloads: 1,150,057 Total
  • Rankings:
    • Downloads: 1.771%
    • Average: 12.362%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.entrypoints

Microsoft.ML.EntryPoints contains the ML.NET entry point API catalog.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-14T21:05:36.970Z (about 1 month ago)
  • Versions: 43
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 715,899 Total
  • Rankings:
    • Downloads: 1.776%
    • Average: 12.364%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (2)
nuget.org: microsoft.ml.codegenerator

ML.NET Code Generator

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-16T14:04:05.884Z (about 1 month ago)
  • Versions: 38
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 670,168 Total
  • Rankings:
    • Downloads: 1.872%
    • Average: 12.396%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (2)
nuget.org: microsoft.ml.dnnimagefeaturizer.alexnet

ML.NET component for pretrained AlexNet image featurization

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-16T16:03:11.632Z (about 1 month ago)
  • Versions: 49
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 923,701 Total
  • Rankings:
    • Downloads: 2.552%
    • Average: 12.623%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.tokenizers

Microsoft.ML.Tokenizers contains the implmentation of the tokenization used in the NLP transforms.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-05-15T23:31:56.195Z (1 day ago)
  • Versions: 27
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 6,059,631 Total
  • Rankings:
    • Downloads: 3.189%
    • Average: 12.835%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.dnnimagefeaturizer.resnet101

ML.NET component for pretrained ResNet101 image featurization

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-10T13:46:09.440Z (about 1 month ago)
  • Versions: 49
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 716,787 Total
  • Rankings:
    • Downloads: 3.219%
    • Average: 12.845%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.hallearners

ML.NET additional learners making use of hardware acceleration. They use Intel Mkl.

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: (published 27 days ago)
  • Last Synced: 2026-04-20T12:38:11.775Z (27 days ago)
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 2
  • Rankings:
    • Dependent repos count: 5.147%
    • Average: 12.93%
    • Dependent packages count: 20.713%
nuget.org: microsoft.ml.staticpipe

ML.NET component for a statically typed API.

  • Homepage: https://dot.net/ml
  • Licenses: mit
  • Latest release: 0.14.0 (published almost 7 years ago)
  • Last Synced: 2026-04-24T18:17:50.467Z (23 days ago)
  • Versions: 7
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 24,076 Total
  • Rankings:
    • Dependent repos count: 7.003%
    • Downloads: 11.206%
    • Average: 12.978%
    • Dependent packages count: 20.725%
  • Maintainers (3)
nuget.org: microsoft.ml.dnnimagefeaturizer.resnet50

ML.NET component for pretrained ResNet50 image featurization

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-14T17:16:00.827Z (3 days ago)
  • Versions: 49
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 557,633 Total
  • Rankings:
    • Downloads: 3.899%
    • Average: 13.072%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.dnnimagefeaturizer.resnet18

ML.NET component for pretrained ResNet18 image featurization

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-11T07:08:09.997Z (6 days ago)
  • Versions: 49
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 496,936 Total
  • Rankings:
    • Downloads: 4.167%
    • Average: 13.161%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: libtorch-cuda-10.2-win-x64-part2

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.7.0 (published over 5 years ago)
  • Last Synced: 2026-05-06T00:45:50.658Z (12 days ago)
  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 35,947 Total
  • Rankings:
    • Dependent packages count: 10.33%
    • Dependent repos count: 12.697%
    • Average: 13.5%
    • Downloads: 17.473%
  • Maintainers (1)
nuget.org: microsoft.ml.torchsharp

Microsoft.ML.TorchSharp contains ML.NET integration of TorchSharp.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-09T07:46:30.429Z (8 days ago)
  • Versions: 26
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Downloads: 431,145 Total
  • Rankings:
    • Downloads: 5.228%
    • Average: 13.514%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.genai.core

Package Description

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-14T10:30:00.538Z (about 1 month ago)
  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 3,388 Total
  • Rankings:
    • Dependent repos count: 7.342%
    • Average: 13.52%
    • Dependent packages count: 19.698%
  • Maintainers (2)
nuget.org: libtorch-cuda-10.2-win-x64-part3

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.7.0 (published over 5 years ago)
  • Last Synced: 2026-05-11T18:52:08.367Z (6 days ago)
  • Versions: 5
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 16,031 Total
  • Rankings:
    • Dependent packages count: 10.33%
    • Dependent repos count: 12.697%
    • Average: 13.645%
    • Downloads: 17.909%
  • Maintainers (1)
nuget.org: microsoft.ml.onnxconverter

ML.NET component for exporting ONNX Models

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-06T23:05:05.869Z (11 days ago)
  • Versions: 46
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 162,051 Total
  • Rankings:
    • Downloads: 6.051%
    • Average: 13.789%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
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nuget.org: microsoft.ml.ensemble

ML.NET component for Ensembles

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-12T19:31:56.648Z (about 1 month ago)
  • Versions: 45
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 69,789 Total
  • Rankings:
    • Downloads: 7.264%
    • Average: 14.193%
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: libtorch-cuda-10.2-win-x64-part4-primary

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.5.6 (published almost 6 years ago)
  • Last Synced: 2026-04-18T03:01:55.901Z (29 days ago)
  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 23,539 Total
  • Rankings:
    • Dependent packages count: 10.33%
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    • Average: 14.489%
    • Downloads: 20.44%
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nuget.org: libtorch-cuda-10.2-win-x64-part5

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.5.6 (published almost 6 years ago)
  • Last Synced: 2026-04-23T03:31:49.545Z (24 days ago)
  • Versions: 4
  • Dependent Packages: 1
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  • Downloads: 11,824 Total
  • Rankings:
    • Dependent packages count: 10.33%
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    • Average: 14.632%
    • Downloads: 20.868%
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nuget.org: libtorch-cuda-10.2-win-x64-part4-fragment1

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.5.6 (published almost 6 years ago)
  • Last Synced: 2026-04-29T21:02:07.572Z (18 days ago)
  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 19,217 Total
  • Rankings:
    • Dependent packages count: 10.33%
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    • Average: 14.683%
    • Downloads: 21.021%
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nuget.org: microsoft.ml.experimental

Microsoft.ML.Experimental contains experimental work such extension methods to access internal methods.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
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  • Versions: 45
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 53,107 Total
  • Rankings:
    • Downloads: 10.076%
    • Dependent repos count: 14.978%
    • Average: 15.13%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: microsoft.ml.sampleutils

Sample utils for Microsoft.ML.Samples

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-10T17:31:21.659Z (7 days ago)
  • Versions: 46
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 44,420 Total
  • Rankings:
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    • Dependent repos count: 14.978%
    • Average: 15.538%
    • Dependent packages count: 20.338%
  • Maintainers (3)
nuget.org: mlgen

Package Description

  • Homepage:
  • Licenses: mit
  • Latest release: (published 18 days ago)
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  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 12.697%
    • Average: 16.122%
    • Dependent packages count: 19.548%
nuget.org: mygen

Package Description

  • Homepage:
  • Licenses: mit
  • Latest release: (published about 1 month ago)
  • Last Synced: 2026-04-13T10:55:20.257Z (about 1 month ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
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    • Average: 16.122%
    • Dependent packages count: 19.548%
nuget.org: microsoft.ml.parquet

ML.NET components for Apache Parquet support.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-06T14:07:27.957Z (11 days ago)
  • Versions: 43
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 25,952 Total
  • Rankings:
    • Downloads: 14.572%
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    • Average: 16.629%
    • Dependent packages count: 20.338%
  • Maintainers (2)
nuget.org: libtorch-cuda-10.2-win-x64-part4-fragment2

(see main package)

  • Homepage:
  • Licenses: mit
  • Latest release: 1.7.0.1 (published over 5 years ago)
  • Last Synced: 2026-04-20T13:31:47.941Z (27 days ago)
  • Versions: 1
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 6,601 Total
  • Rankings:
    • Dependent packages count: 10.33%
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    • Average: 17.792%
    • Downloads: 30.349%
  • Maintainers (1)
nuget.org: microsoft.ml.onedal

ML.NET additional learners making use of Intel® oneAPI Data Analytics Library (oneDAL).

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-16T16:33:22.753Z (about 1 month ago)
  • Versions: 20
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 30,931 Total
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    • Average: 19.85%
    • Dependent packages count: 20.338%
    • Downloads: 24.233%
  • Maintainers (2)
nuget.org: microsoft.ml.tokenizers.data.cl100kbase

The Microsoft.ML.Tokenizers.Data.Cl100kBase class includes the Tiktoken tokenizer data file cl100k_base.tiktoken, which is utilized by models such as GPT-4.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-05-04T01:30:36.883Z (14 days ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,822,422 Total
  • Rankings:
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    • Average: 22.408%
    • Downloads: 39.997%
  • Maintainers (3)
nuget.org: microsoft.ml.tokenizers.data.o200kbase

The Microsoft.ML.Tokenizers.Data.O200kBase includes the Tiktoken tokenizer data file o200k_base.tiktoken, which is utilized by models such as gpt-4o.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-05-15T15:30:54.370Z (2 days ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2,411,712 Total
  • Rankings:
    • Dependent repos count: 7.393%
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    • Average: 23.673%
    • Downloads: 43.792%
  • Maintainers (3)
nuget.org: microsoft.ml.fairlearn

Package Description

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-03T20:45:44.681Z (14 days ago)
  • Versions: 19
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 6,833 Total
  • Rankings:
    • Dependent repos count: 14.978%
    • Dependent packages count: 20.338%
    • Average: 26.248%
    • Downloads: 43.429%
  • Maintainers (2)
nuget.org: microsoft.ml.tokenizers.data.r50kbase

The Microsoft.ML.Tokenizers.Data.R50kBase includes the Tiktoken tokenizer data file r50k_base.tiktoken, which is utilized by models such as text-davinci-001

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-03-28T19:42:10.587Z (about 2 months ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 15,310 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 26.937%
    • Downloads: 53.584%
  • Maintainers (3)
nuget.org: microsoft.ml.tokenizers.data.p50kbase

The Microsoft.ML.Tokenizers.Data.P50kBase includes the Tiktoken tokenizer data file p50k_base.tiktoken, which is utilized by models such as text-davinci-002

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-05-10T01:16:55.582Z (8 days ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 663,196 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 26.963%
    • Downloads: 53.66%
  • Maintainers (3)
nuget.org: microsoft.ml.tokenizers.data.gpt2

The Microsoft.ML.Tokenizers.Data.Gpt2 includes the Tiktoken tokenizer data file gpt2.tiktoken, which is utilized by models such as Gpt-2.

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 2.0.0 (published 6 months ago)
  • Last Synced: 2026-05-10T06:32:53.012Z (7 days ago)
  • Versions: 14
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 17,243 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 27.525%
    • Downloads: 55.347%
  • Maintainers (2)
nuget.org: microsoft.ml.genai.phi

Package Description

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-03-27T14:43:00.865Z (about 2 months ago)
  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,952 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 28.217%
    • Downloads: 57.424%
  • Maintainers (2)
nuget.org: microsoft.ml.genai.llama

Package Description

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-04-13T15:35:01.554Z (about 1 month ago)
  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2,336 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 28.219%
    • Downloads: 57.428%
  • Maintainers (2)
nuget.org: microsoft.ml.genai.mistral

Package Description

  • Homepage: https://dot.net/ml
  • Licenses: MIT
  • Latest release: 0.23.0 (published 6 months ago)
  • Last Synced: 2026-05-15T11:03:14.947Z (2 days ago)
  • Versions: 12
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 2,131 Total
  • Rankings:
    • Dependent repos count: 7.393%
    • Dependent packages count: 19.834%
    • Average: 28.227%
    • Downloads: 57.452%
  • Maintainers (2)

Dependencies

docs/building/MlNetMklDeps/MlNetMklDeps.nuspec nuget
docs/samples/Microsoft.ML.AutoML.Samples/Microsoft.ML.AutoML.Samples.csproj nuget
  • SciSharp.TensorFlow.Redist $(TensorFlowVersion)
  • System.Text.Json $(SystemTextJsonVersion)
docs/samples/Microsoft.ML.Samples/Microsoft.ML.Samples.csproj nuget
  • Microsoft.ML.Onnx.TestModels $(MicrosoftMLOnnxTestModelsVersion)
  • Microsoft.ML.OnnxRuntime $(MicrosoftMLOnnxRuntimeVersion)
  • SciSharp.TensorFlow.Redist $(TensorFlowVersion)
  • System.Text.Json $(SystemTextJsonVersion)
docs/samples/Microsoft.ML.Samples.GPU/Microsoft.ML.Samples.GPU.csproj nuget
  • Microsoft.ML.Onnx.TestModels $(MicrosoftMLOnnxTestModelsVersion)
  • SciSharp.TensorFlow.Redist-Linux-GPU $(TensorFlowVersion)
  • SciSharp.TensorFlow.Redist-Windows-GPU $(TensorFlowVersion)
  • System.Text.Json $(SystemTextJsonVersion)
docs/samples/Microsoft.ML.Samples.OneDal/Microsoft.ML.Samples.OneDal.csproj nuget
  • Newtonsoft.Json 13.0.1
eng/common/internal/Tools.csproj nuget
eng/common/sdl/packages.config nuget
  • Microsoft.Guardian.Cli 0.109.0
src/Microsoft.Data.Analysis/Microsoft.Data.Analysis.csproj nuget
  • Apache.Arrow $(ApacheArrowVersion)
  • System.Buffers $(SystemBuffersVersion)
  • System.Memory $(SystemMemoryVersion)
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src/Microsoft.Data.Analysis.Interactive/Microsoft.Data.Analysis.Interactive.csproj nuget
  • Microsoft.DotNet.Interactive $(MicrosoftDotNetInteractiveVersion)
  • Microsoft.DotNet.Interactive.Formatting $(MicrosoftDotNetInteractiveVersion)
src/Microsoft.Extensions.ML/Microsoft.Extensions.ML.csproj nuget
  • Microsoft.Extensions.DependencyInjection.Abstractions $(MicrosoftExtensionsVersion)
  • Microsoft.Extensions.Logging $(MicrosoftExtensionsVersion)
  • Microsoft.Extensions.ObjectPool $(MicrosoftExtensionsVersion)
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src/Microsoft.ML/Microsoft.ML.csproj nuget
  • Newtonsoft.Json $(NewtonsoftJsonVersion)
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  • System.Reflection.Emit.Lightweight $(SystemReflectionEmitLightweightVersion)
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src/Microsoft.ML.AutoML/Microsoft.ML.AutoML.csproj nuget
  • Microsoft.CodeAnalysis.CSharp $(MicrosoftCodeAnalysisCSharpVersion)
  • Microsoft.Extensions.DependencyInjection $(MicrosoftExtensionsDependencyInjectionVersion)
src/Microsoft.ML.AutoML.Interactive/Microsoft.ML.AutoML.Interactive.csproj nuget
  • Microsoft.DotNet.Interactive $(MicrosoftDotNetInteractiveVersion)
  • Microsoft.DotNet.Interactive.Formatting $(MicrosoftDotNetInteractiveVersion)
  • Plotly.NET.CSharp $(PlotlyNETCSharpVersion)
src/Microsoft.ML.CodeGenerator/Microsoft.ML.CodeGenerator.csproj nuget
  • Microsoft.CodeAnalysis.CSharp.Workspaces $(MicrosoftCodeAnalysisCSharpVersion)
  • System.CodeDom $(SystemCodeDomVersion)
src/Microsoft.ML.Console/Microsoft.ML.Console.csproj nuget
  • System.Text.Json $(SystemTextJsonVersion)
src/Microsoft.ML.Core/Microsoft.ML.Core.csproj nuget
  • System.Collections.Immutable $(SystemCollectionsImmutableVersion)
  • System.Memory $(SystemMemoryVersion)
src/Microsoft.ML.CpuMath/Microsoft.ML.CpuMath.csproj nuget
  • System.Memory $(SystemMemoryVersion)
src/Microsoft.ML.Data/Microsoft.ML.Data.csproj nuget
  • Newtonsoft.Json $(NewtonsoftJsonVersion)
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  • System.Reflection.Emit.Lightweight $(SystemReflectionEmitLightweightVersion)
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src/Microsoft.ML.DataView/Microsoft.ML.DataView.csproj nuget
  • System.Collections.Immutable $(SystemCollectionsImmutableVersion)
  • System.Memory $(SystemMemoryVersion)
src/Microsoft.ML.DnnAnalyzer/Microsoft.ML.DnnAnalyzer/Microsoft.ML.DnnAnalyzer.csproj nuget
src/Microsoft.ML.DnnImageFeaturizer.AlexNet/Microsoft.ML.DnnImageFeaturizer.AlexNet.csproj nuget
src/Microsoft.ML.DnnImageFeaturizer.ResNet101/Microsoft.ML.DnnImageFeaturizer.ResNet101.csproj nuget
src/Microsoft.ML.DnnImageFeaturizer.ResNet18/Microsoft.ML.DnnImageFeaturizer.ResNet18.csproj nuget
src/Microsoft.ML.DnnImageFeaturizer.ResNet50/Microsoft.ML.DnnImageFeaturizer.ResNet50.csproj nuget
src/Microsoft.ML.Ensemble/Microsoft.ML.Ensemble.csproj nuget
src/Microsoft.ML.EntryPoints/Microsoft.ML.EntryPoints.csproj nuget
src/Microsoft.ML.Experimental/Microsoft.ML.Experimental.csproj nuget
src/Microsoft.ML.Fairlearn/Microsoft.ML.Fairlearn.csproj nuget
src/Microsoft.ML.FastTree/Microsoft.ML.FastTree.csproj nuget
src/Microsoft.ML.ImageAnalytics/Microsoft.ML.ImageAnalytics.csproj nuget
  • SkiaSharp $(SkiaSharpVersion)
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src/Microsoft.ML.KMeansClustering/Microsoft.ML.KMeansClustering.csproj nuget
src/Microsoft.ML.LightGbm/Microsoft.ML.LightGbm.csproj nuget
  • LightGBM $(LightGBMVersion)
src/Microsoft.ML.Maml/Microsoft.ML.Maml.csproj nuget
src/Microsoft.ML.Mkl.Components/Microsoft.ML.Mkl.Components.csproj nuget
  • MlNetMklDeps $(MlNetMklDepsVersion) development
src/Microsoft.ML.Mkl.Redist/Microsoft.ML.Mkl.Redist.csproj nuget
src/Microsoft.ML.OneDal/Microsoft.ML.OneDal.csproj nuget
src/Microsoft.ML.OnnxConverter/Microsoft.ML.OnnxConverter.csproj nuget
  • Google.Protobuf $(GoogleProtobufVersion)
src/Microsoft.ML.OnnxTransformer/Microsoft.ML.OnnxTransformer.csproj nuget
  • Google.Protobuf $(GoogleProtobufVersion)
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src/Microsoft.ML.PCA/Microsoft.ML.PCA.csproj nuget
src/Microsoft.ML.Parquet/Microsoft.ML.Parquet.csproj nuget
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src/Microsoft.ML.Recommender/Microsoft.ML.Recommender.csproj nuget
src/Microsoft.ML.ResultProcessor/Microsoft.ML.ResultProcessor.csproj nuget
src/Microsoft.ML.SamplesUtils/Microsoft.ML.SamplesUtils.csproj nuget
  • SharpZipLib $(SharpZipLibVersion)
src/Microsoft.ML.SearchSpace/Microsoft.ML.SearchSpace.csproj nuget
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src/Microsoft.ML.StandardTrainers/Microsoft.ML.StandardTrainers.csproj nuget
src/Microsoft.ML.Sweeper/Microsoft.ML.Sweeper.csproj nuget
src/Microsoft.ML.TensorFlow/Microsoft.ML.TensorFlow.csproj nuget
  • Google.Protobuf $(GoogleProtobufVersion)
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src/Microsoft.ML.TimeSeries/Microsoft.ML.TimeSeries.csproj nuget
src/Microsoft.ML.Tokenizers/Microsoft.ML.Tokenizers.csproj nuget
  • System.Text.Json $(SystemTextJsonVersion)
src/Microsoft.ML.TorchSharp/Microsoft.ML.TorchSharp.csproj nuget
  • System.Memory $(SystemMemoryVersion)
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src/Microsoft.ML.Transforms/Microsoft.ML.Transforms.csproj nuget
  • System.Reflection.Emit $(SystemReflectionEmitVersion)
src/Microsoft.ML.Vision/Microsoft.ML.Vision.csproj nuget
test/Microsoft.Data.Analysis.Interactive.Tests/Microsoft.Data.Analysis.Interactive.Tests.csproj nuget
test/Microsoft.Data.Analysis.PerformanceTests/Microsoft.Data.Analysis.PerformanceTests.csproj nuget
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test/Microsoft.Data.Analysis.Tests/Microsoft.Data.Analysis.Tests.csproj nuget
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test/Microsoft.Extensions.ML.Tests/Microsoft.Extensions.ML.Tests.csproj nuget
  • Microsoft.Extensions.DependencyInjection.Abstractions $(MicrosoftExtensionsTestVersion)
  • Microsoft.Extensions.Logging $(MicrosoftExtensionsTestVersion)
  • Microsoft.Extensions.ObjectPool $(MicrosoftExtensionsTestVersion)
  • Microsoft.Extensions.Options $(MicrosoftExtensionsTestVersion)
  • Microsoft.ML.TestModels $(MicrosoftMLTestModelsVersion)
test/Microsoft.ML.AutoML.Tests/Microsoft.ML.AutoML.Tests.csproj nuget
  • ApprovalTests $(ApprovalTestsVersion)
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test/Microsoft.ML.Benchmarks.Tests/Microsoft.ML.Benchmarks.Tests.csproj nuget
test/Microsoft.ML.CodeAnalyzer.Tests/Microsoft.ML.CodeAnalyzer.Tests.csproj nuget
  • Microsoft.CodeAnalysis.CSharp.CodeFix.Testing.XUnit $(MicrosoftCodeAnalysisTestingVersion)
  • NuGet.Packaging.Core $(NuGetVersion)
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test/Microsoft.ML.CodeGenerator.Tests/Microsoft.ML.CodeGenerator.Tests.csproj nuget
  • ApprovalTests $(ApprovalTestsVersion)
test/Microsoft.ML.Core.Tests/Microsoft.ML.Core.Tests.csproj nuget
  • Microsoft.ML.TestModels $(MicrosoftMLTestModelsVersion)
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test/Microsoft.ML.CpuMath.PerformanceTests/Microsoft.ML.CpuMath.PerformanceTests.csproj nuget
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test/Microsoft.ML.CpuMath.UnitTests/Microsoft.ML.CpuMath.UnitTests.csproj nuget
test/Microsoft.ML.Fairlearn.Tests/Microsoft.ML.Fairlearn.Tests.csproj nuget
  • ApprovalTests $(ApprovalTestsVersion)
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test/Microsoft.ML.IntegrationTests/Microsoft.ML.IntegrationTests.csproj nuget
  • Microsoft.ML.Onnx.TestModels $(MicrosoftMLOnnxTestModelsVersion)
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test/Microsoft.ML.NightlyBuild.Tests/Microsoft.ML.NightlyBuild.Tests.csproj nuget
  • Microsoft.ML.OnnxRuntime $(MicrosoftMLOnnxRuntimeVersion)
test/Microsoft.ML.NugetPackageVersionUpdater/Microsoft.ML.NugetPackageVersionUpdater.csproj nuget
test/Microsoft.ML.OnnxTransformerTest/Microsoft.ML.OnnxTransformerTest.csproj nuget
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test/Microsoft.ML.PerformanceTests/Microsoft.ML.PerformanceTests.csproj nuget
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test/Microsoft.ML.Predictor.Tests/Microsoft.ML.Predictor.Tests.csproj nuget
test/Microsoft.ML.SearchSpace.Tests/Microsoft.ML.SearchSpace.Tests.csproj nuget
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  • FluentAssertions $(FluentAssertionVersion)
test/Microsoft.ML.Sweeper.Tests/Microsoft.ML.Sweeper.Tests.csproj nuget
test/Microsoft.ML.TestFramework/Microsoft.ML.TestFramework.csproj nuget
test/Microsoft.ML.TestFrameworkCommon/Microsoft.ML.TestFrameworkCommon.csproj nuget
  • Microsoft.Extensions.DependencyModel $(MicrosoftExtensionsDependencyModelVersion)
test/Microsoft.ML.Tests/Microsoft.ML.Tests.csproj nuget
  • FluentAssertions $(FluentAssertionVersion)
  • MathNet.Numerics.Signed 5.0.0
  • Microsoft.ML.Onnx.TestModels $(MicrosoftMLOnnxTestModelsVersion)
  • Microsoft.ML.OnnxRuntime $(MicrosoftMLOnnxRuntimeVersion)
  • Microsoft.ML.TensorFlow.TestModels $(MicrosoftMLTensorFlowTestModelsVersion)
  • Microsoft.ML.TestDatabases $(MicrosoftMLTestDatabasesVersion)
  • Microsoft.ML.TestModels $(MicrosoftMLTestModelsVersion)
  • SciSharp.TensorFlow.Redist $(TensorFlowVersion)
  • System.Data.SQLite.Core $(SystemDataSQLiteCoreVersion)
  • System.Data.SqlClient $(SystemDataSqlClientVersion)
  • libtorch-cpu-linux-x64 $(LibTorchVersion)
  • libtorch-cpu-osx-x64 $(LibTorchVersion)
  • libtorch-cpu-win-x64 $(LibTorchVersion)
test/Microsoft.ML.TimeSeries.Tests/Microsoft.ML.TimeSeries.Tests.csproj nuget
test/Microsoft.ML.Tokenizers.Tests/Microsoft.ML.Tokenizers.Tests.csproj nuget
  • System.Text.Json 6.0.5
test/RemoteExecutorConsoleApp/RemoteExecutorConsoleApp.csproj nuget
tools-local/Microsoft.ML.AutoML.SourceGenerator/Microsoft.ML.AutoML.SourceGenerator.csproj nuget
  • Microsoft.Bcl.AsyncInterfaces $(MicrosoftBclAsyncInterfacesVersion) development
  • System.Runtime.CompilerServices.Unsafe $(SystemRuntimeCompilerServicesUnsafeVersion) development
  • System.Text.Encodings.Web $(SystemTextEncodingsWebVersion) development
  • System.Text.Json $(SystemTextJsonVersion) development
  • Microsoft.CodeAnalysis.Analyzers $(MicrosoftCodeAnalysisAnalyzersVersion)
  • Microsoft.CodeAnalysis.CSharp $(MicrosoftCodeAnalysisCSharpVersion)
  • System.CodeDom $(SystemCodeDomVersion)
tools-local/Microsoft.ML.InternalCodeAnalyzer/Microsoft.ML.InternalCodeAnalyzer.csproj nuget
  • Microsoft.CSharp $(MicrosoftCSharpVersion)
  • Microsoft.CodeAnalysis.CSharp.Workspaces $(MicrosoftCodeAnalysisCSharpInternalAnalyzerVersion)
  • System.Composition $(SystemCompositionVersion)
docs/samples/Microsoft.ML.Samples.OneDal/requirements.txt pypi
  • numpy *
  • pandas *
  • scikit-learn *