https://github.com/dotnet/machinelearning
algorithms dotnet machine-learning ml
Score: 33.377916809158954
Last synced: about 11 hours ago
JSON representation
Repository metadata:
ML.NET is an open source and cross-platform machine learning framework for .NET.
- Host: GitHub
- URL: https://github.com/dotnet/machinelearning
- Owner: dotnet
- License: mit
- Created: 2018-05-03T16:20:42.000Z (over 8 years ago)
- Default Branch: main
- Last Pushed: 2026-08-17T05:04:49.000Z (10 days ago)
- Last Synced: 2026-08-22T11:39:41.122Z (5 days ago)
- Topics: algorithms, dotnet, machine-learning, ml
- Language: C#
- Homepage: https://dot.net/ml
- Size: 97.6 MB
- Stars: 9,349
- Watchers: 555
- Forks: 1,950
- Open Issues: 1,009
-
Metadata Files:
- Readme: README-oneDAL.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
- Roadmap: ROADMAP.md
- Copilot: .github/copilot-instructions.md
Owner metadata:
- Name: .NET Platform
- Login: dotnet
- Email: contact@dotnetfoundation.org
- Kind: organization
- Description: Home of the open source .NET platform
- Website: https://dot.net
- Location:
- Twitter: dotnetfdn
- Company:
- Icon url: https://avatars.githubusercontent.com/u/9141961?v=4
- Repositories: 228
- Last Synced at: 2023-04-09T05:26:12.728Z
- Profile URL: https://github.com/dotnet
GitHub Events
Total
- Create event: 76
- Delete event: 46
- Fork event: 99
- Issue comment event: 783
- Issues event: 161
- Pull request event: 294
- Pull request review comment event: 315
- Pull request review event: 499
- Push event: 301
- Release event: 3
- Watch event: 327
- Total: 2904
Last Year
- Create event: 32
- Delete event: 11
- Fork event: 18
- Issue comment event: 248
- Issues event: 47
- Pull request event: 54
- Pull request review comment event: 51
- Pull request review event: 78
- Push event: 103
- Watch event: 54
- Total: 696
Committers metadata
Last synced: about 14 hours ago
Total Commits: 3,048
Total Committers: 236
Avg Commits per committer: 12.915
Development Distribution Score (DDS): 0.933
Commits in past year: 61
Committers in past year: 18
Avg Commits per committer in past year: 3.389
Development Distribution Score (DDS) in past year: 0.803
| Name | Commits | |
|---|---|---|
| Zeeshan Siddiqui | m****s@m****m | 205 |
| Michael Sharp | 5****p | 152 |
| Ivan Matantsev | I****v@g****m | 132 |
| Wei-Sheng Chin | w****n@o****m | 123 |
| Xiaoyun Zhang | x****z@m****m | 114 |
| Senja Filipi | s****i | 114 |
| Eric Erhardt | e****t@m****m | 105 |
| daholste | 4****e | 102 |
| srsaggam | 4****m | 96 |
| frank-dong-ms | 5****s | 91 |
| Yael Dekel | y****d@m****m | 88 |
| Artidoro Pagnoni | a****n@m****m | 80 |
| Zeeshan Ahmed | 3****d | 66 |
| Harish Kulkarni | h****k | 65 |
| Eric StJohn | e****j@m****m | 63 |
| Tom Finley | t****y@g****m | 62 |
| dotnet-maestro[bot] | 4****] | 62 |
| Rogan Carr | r****r@h****m | 60 |
| Abhishek Goswami | a****m@g****m | 57 |
| Mustafa Bal | 5****l | 56 |
| Sam Harwell | s****l@m****m | 54 |
| Aleksei Smirnov | t****k@i****u | 49 |
| Najeeb Kazmi | n****i@g****m | 49 |
| Anirudh Agnihotry | a****8@g****m | 48 |
| Antonio Velázquez | 3****9 | 48 |
| Tarek Mahmoud Sayed | t****s@m****m | 47 |
| Shauheen | s****n | 46 |
| Dmitry Akhutin | 4****A | 46 |
| Keren Fuentes | d****n@s****u | 39 |
| Pete Luferenko | 4****0 | 35 |
| and 206 more... | ||
Issue and Pull Request metadata
Last synced: 1 day ago
Total issues: 443
Total pull requests: 623
Average time to close issues: 5 months
Average time to close pull requests: 21 days
Total issue authors: 216
Total pull request authors: 71
Average comments per issue: 2.65
Average comments per pull request: 2.17
Merged pull request: 448
Bot issues: 36
Bot pull requests: 137
Past year issues: 63
Past year pull requests: 104
Past year average time to close issues: 22 days
Past year average time to close pull requests: 9 days
Past year issue authors: 23
Past year pull request authors: 32
Past year average comments per issue: 4.35
Past year average comments per pull request: 2.15
Past year merged pull request: 60
Past year bot issues: 36
Past year bot pull requests: 21
Top Issue Authors
- ericstj (46)
- github-actions[bot] (36)
- luisquintanilla (33)
- superichmann (14)
- tarekgh (12)
- LittleLittleCloud (12)
- asmirnov82 (10)
- stephentoub (9)
- williamlzw (7)
- torronen (7)
- bbhxwl (5)
- thomasd3 (5)
- Lavshyak (4)
- michaelgsharp (4)
- jackpotcityco (4)
Top Pull Request Authors
- michaelgsharp (110)
- dotnet-maestro[bot] (96)
- ericstj (62)
- tarekgh (62)
- LittleLittleCloud (39)
- github-actions[bot] (39)
- asmirnov82 (26)
- stephentoub (25)
- kotlarmilos (10)
- asp2286 (10)
- Copilot (10)
- directhex (9)
- zewditu (8)
- carlossanlop (8)
- jozkee (6)
Top Issue Labels
- untriaged (147)
- enhancement (145)
- agentic-workflows (30)
- Known Build Error (27)
- Tokenizers (27)
- blocking-clean-ci (25)
- needs-further-triage (19)
- in-pr (17)
- bug (12)
- P2 (12)
- question (10)
- documentation (10)
- needs-author-action (10)
- AutoML.NET (10)
- no-recent-activity (8)
- Epic (7)
- Deep Learning (7)
- lightgbm (7)
- P1 (6)
- onnx (6)
- blocking (5)
- repo-health (5)
- Microsoft.Data.Analysis (5)
- P3 (4)
- good first issue (4)
- image (4)
- need info (3)
- up-for-grabs (3)
- Build (3)
- Time Series (3)
Top Pull Request Labels
- community-contribution (109)
- Tokenizers (50)
- ** NO MERGE ** (4)
- needs-author-action (3)
- needs-further-triage (2)
- reduce-unsafe (2)
- enhancement (1)
Package metadata
- Total packages: 64
-
Total downloads:
- nuget: 128,131,598 total
- Total dependent packages: 206 (may contain duplicates)
- Total dependent repositories: 66 (may contain duplicates)
- Total versions: 1,589
- Total maintainers: 4
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.
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 about 7 years ago)
- Last Synced: 2026-08-25T13:10:01.599Z (1 day ago)
- Versions: 11
- Dependent Packages: 3
- Dependent Repositories: 19
- Downloads: 287,657 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
nuget.org: microsoft.ml.matrixfactorization
LIBMF, the core computation library for matrix factorization in ML.NET
nuget.org: microsoft.ml.dnn
Microsoft.ML.Dnn contains APIs to do high level DNN training such as image classification.
nuget.org: libtorch-cuda-10.2-win-x64-part1-fragment1
(see main package)
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment3
(see main package)
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment2
(see main package)
nuget.org: libtorch-cuda-10.2-linux-x64-part2-fragment1
(see main package)
nuget.org: libtorch-cuda-10.2-linux-x64-part1
(see main package)
nuget.org: libtorch-cuda-10.2-win-x64-part1-primary
(see main package)
nuget.org: libtorch-cuda-10.2-linux-x64-part2-primary
(see main package)
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 10 months ago)
- Last Synced: 2026-08-25T13:11:09.429Z (1 day ago)
- Versions: 46
- Dependent Packages: 4
- Dependent Repositories: 0
- Downloads: 25,417,789 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 10 months ago)
- Last Synced: 2026-08-25T13:10:30.611Z (1 day ago)
- Versions: 57
- Dependent Packages: 76
- Dependent Repositories: 0
- Downloads: 16,494,689 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 10 months ago)
- Last Synced: 2026-08-25T13:08:53.347Z (1 day ago)
- Versions: 54
- Dependent Packages: 3
- Dependent Repositories: 0
- Downloads: 16,000,494 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
nuget.org: microsoft.ml.lightgbm
ML.NET component for LightGBM
- Homepage: https://dot.net/ml
- Licenses: MIT
- Latest release: 5.0.0 (published 10 months ago)
- Last Synced: 2026-08-25T13:10:34.038Z (1 day ago)
- Versions: 54
- Dependent Packages: 5
- Dependent Repositories: 0
- Downloads: 6,355,251 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 10 months ago)
- Last Synced: 2026-08-25T13:09:32.162Z (1 day ago)
- Versions: 33
- Dependent Packages: 21
- Dependent Repositories: 0
- Downloads: 10,898,781 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 10 months ago)
- Last Synced: 2026-08-25T13:09:43.114Z (1 day ago)
- Versions: 45
- Dependent Packages: 4
- Dependent Repositories: 0
- Downloads: 5,231,660 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 10 months ago)
- Last Synced: 2026-08-25T13:09:38.707Z (1 day ago)
- Versions: 50
- Dependent Packages: 2
- Dependent Repositories: 0
- Downloads: 4,534,226 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 10 months ago)
- Last Synced: 2026-08-25T13:08:54.747Z (1 day ago)
- Versions: 53
- Dependent Packages: 10
- Dependent Repositories: 0
- Downloads: 2,377,497 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 10 months ago)
- Last Synced: 2026-08-25T13:09:55.844Z (1 day ago)
- Versions: 52
- Dependent Packages: 2
- Dependent Repositories: 0
- Downloads: 2,267,678 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 10 months ago)
- Last Synced: 2026-08-25T13:10:40.394Z (1 day ago)
- Versions: 47
- Dependent Packages: 4
- Dependent Repositories: 0
- Downloads: 2,043,885 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 10 months ago)
- Last Synced: 2026-08-25T13:10:51.705Z (1 day ago)
- Versions: 38
- Dependent Packages: 8
- Dependent Repositories: 0
- Downloads: 1,959,414 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 10 months ago)
- Last Synced: 2026-08-25T13:10:22.686Z (1 day ago)
- Versions: 45
- Dependent Packages: 2
- Dependent Repositories: 0
- Downloads: 1,975,486 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 10 months ago)
- Last Synced: 2026-08-25T12:43:44.291Z (1 day ago)
- Versions: 50
- Dependent Packages: 5
- Dependent Repositories: 0
- Downloads: 2,784,590 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 10 months ago)
- Last Synced: 2026-08-25T13:10:43.637Z (1 day ago)
- Versions: 43
- Dependent Packages: 8
- Dependent Repositories: 0
- Downloads: 1,704,172 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 10 months ago)
- Last Synced: 2026-08-25T13:10:50.163Z (1 day ago)
- Versions: 46
- Dependent Packages: 13
- Dependent Repositories: 0
- Downloads: 2,230,020 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 over 4 years ago)
- Last Synced: 2026-08-25T13:10:20.334Z (1 day ago)
- Versions: 13
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 19,215 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 10 months ago)
- Last Synced: 2026-08-25T13:09:42.801Z (1 day ago)
- Versions: 43
- Dependent Packages: 3
- Dependent Repositories: 0
- Downloads: 1,320,230 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 10 months ago)
- Last Synced: 2026-08-25T13:10:44.703Z (1 day ago)
- Versions: 43
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 721,243 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 10 months ago)
- Last Synced: 2026-08-25T13:10:03.742Z (1 day ago)
- Versions: 38
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 675,217 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 10 months ago)
- Last Synced: 2026-08-25T13:09:55.513Z (1 day ago)
- Versions: 49
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 1,002,048 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 10 months ago)
- Last Synced: 2026-08-25T13:09:31.767Z (1 day ago)
- Versions: 27
- Dependent Packages: 2
- Dependent Repositories: 0
- Downloads: 11,459,562 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 10 months ago)
- Last Synced: 2026-08-25T13:10:32.908Z (1 day ago)
- Versions: 49
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 794,439 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.
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 about 7 years ago)
- Last Synced: 2026-08-25T13:11:31.360Z (1 day ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 1
- Downloads: 24,638 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 10 months ago)
- Last Synced: 2026-08-25T13:11:09.442Z (1 day ago)
- Versions: 49
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 616,526 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 10 months ago)
- Last Synced: 2026-08-25T13:10:03.798Z (1 day ago)
- Versions: 49
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 558,303 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 almost 6 years ago)
- Last Synced: 2026-08-25T13:10:56.549Z (1 day ago)
- Versions: 5
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 36,093 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 10 months ago)
- Last Synced: 2026-08-25T13:10:59.382Z (1 day ago)
- Versions: 26
- Dependent Packages: 2
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Rankings:
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nuget.org: microsoft.ml.genai.core
Package Description
- Homepage: https://dot.net/ml
- Licenses: MIT
- Latest release: 0.23.0 (published 10 months ago)
- Last Synced: 2026-08-25T13:10:30.385Z (1 day ago)
- Versions: 12
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Rankings:
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- Average: 13.52%
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nuget.org: libtorch-cuda-10.2-win-x64-part3
(see main package)
- Homepage:
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- Latest release: 1.7.0 (published almost 6 years ago)
- Last Synced: 2026-08-25T13:09:51.521Z (1 day ago)
- Versions: 5
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 16,140 Total
-
Rankings:
- Dependent packages count: 10.33%
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- Average: 13.645%
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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 10 months ago)
- Last Synced: 2026-08-25T13:10:48.916Z (1 day ago)
- Versions: 46
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 183,752 Total
-
Rankings:
- Downloads: 6.051%
- Average: 13.789%
- Dependent repos count: 14.978%
- Dependent packages count: 20.338%
- Maintainers (3)
nuget.org: microsoft.ml.ensemble
ML.NET component for Ensembles
- Homepage: https://dot.net/ml
- Licenses: MIT
- Latest release: 0.23.0 (published 10 months ago)
- Last Synced: 2026-08-25T13:11:31.382Z (1 day ago)
- Versions: 45
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 72,076 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
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- Last Synced: 2026-08-25T13:10:13.186Z (1 day ago)
- Versions: 3
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Rankings:
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- Average: 14.489%
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nuget.org: libtorch-cuda-10.2-win-x64-part5
(see main package)
- Homepage:
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- Latest release: 1.5.6 (published about 6 years ago)
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Rankings:
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nuget.org: libtorch-cuda-10.2-win-x64-part4-fragment1
(see main package)
- Homepage:
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- Latest release: 1.5.6 (published about 6 years ago)
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Rankings:
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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 10 months ago)
- Last Synced: 2026-08-25T13:10:56.921Z (1 day ago)
- Versions: 45
- Dependent Packages: 0
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-
Rankings:
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- 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 10 months ago)
- Last Synced: 2026-08-25T13:10:11.973Z (1 day ago)
- Versions: 46
- Dependent Packages: 0
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Rankings:
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- Average: 15.538%
- Dependent packages count: 20.338%
- Maintainers (3)
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 10 months ago)
- Last Synced: 2026-08-25T13:09:39.284Z (1 day ago)
- Versions: 43
- Dependent Packages: 0
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-
Rankings:
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- Average: 16.629%
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nuget.org: libtorch-cuda-10.2-win-x64-part4-fragment2
(see main package)
- Homepage:
- Licenses: mit
- Latest release: 1.7.0.1 (published almost 6 years ago)
- Last Synced: 2026-08-25T13:10:22.765Z (1 day ago)
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Rankings:
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- Average: 17.792%
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- 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 10 months ago)
- Last Synced: 2026-08-25T13:09:40.445Z (1 day ago)
- Versions: 20
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 38,193 Total
-
Rankings:
- Dependent repos count: 14.978%
- 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 10 months ago)
- Last Synced: 2026-08-25T13:10:48.162Z (1 day ago)
- Versions: 14
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Rankings:
- Dependent repos count: 7.393%
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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 10 months ago)
- Last Synced: 2026-08-25T13:11:28.647Z (1 day ago)
- Versions: 14
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-
Rankings:
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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
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- Last Synced: 2026-08-25T13:11:39.309Z (1 day ago)
- Versions: 19
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 7,376 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 10 months ago)
- Last Synced: 2026-08-25T13:10:35.221Z (1 day ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 26,251 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 10 months ago)
- Last Synced: 2026-08-25T13:09:58.430Z (1 day ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 838,987 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 10 months ago)
- Last Synced: 2026-08-25T13:09:40.377Z (1 day ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 24,892 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 10 months ago)
- Last Synced: 2026-08-25T13:10:01.298Z (1 day ago)
- Versions: 12
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 2,320 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 10 months ago)
- Last Synced: 2026-08-25T13:11:16.024Z (1 day ago)
- Versions: 12
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 2,820 Total
-
Rankings:
- Dependent repos count: 7.393%
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- Maintainers (2)
nuget.org: microsoft.ml.genai.mistral
Package Description
- Homepage: https://dot.net/ml
- Licenses: MIT
- Latest release: 0.23.0 (published 10 months ago)
- Last Synced: 2026-08-25T13:08:52.645Z (1 day ago)
- Versions: 12
- Dependent Packages: 0
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- Downloads: 2,384 Total
-
Rankings:
- Dependent repos count: 7.393%
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- Average: 28.227%
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- Maintainers (2)
Dependencies
docs/building/MlNetMklDeps/MlNetMklDeps.nuspec
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tools-local/Microsoft.ML.InternalCodeAnalyzer/Microsoft.ML.InternalCodeAnalyzer.csproj
nuget
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docs/samples/Microsoft.ML.Samples.OneDal/requirements.txt
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.github/workflows/backport.yml
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.github/workflows/copilot-setup-steps.yml
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src/Microsoft.ML.GenAI.Core/Microsoft.ML.GenAI.Core.csproj
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src/Microsoft.ML.GenAI.Mistral/Microsoft.ML.GenAI.Mistral.csproj
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src/Microsoft.ML.Tokenizers.Data.Gpt2/Microsoft.ML.Tokenizers.Data.Gpt2.csproj
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test/Microsoft.ML.GenAI.Core.Tests/Microsoft.ML.GenAI.Core.Tests.csproj
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test/Microsoft.ML.GenAI.Phi.Tests/Microsoft.ML.GenAI.Phi.Tests.csproj
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test/Microsoft.ML.Tokenizers.Data.Tests/Microsoft.ML.Tokenizers.Data.Tests.csproj
nuget
test/Microsoft.ML.GenAI.LLaMA.Tests/Microsoft.ML.GenAI.LLaMA.Tests.csproj
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test/Microsoft.ML.GenAI.Mistral.Tests/Microsoft.ML.GenAI.Mistral.Tests.csproj
nuget
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test/Microsoft.ML.TorchSharp.Tests/Microsoft.ML.TorchSharp.Tests.csproj
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test/Microsoft.ML.TensorFlow.Tests/Microsoft.ML.TensorFlow.Tests.csproj
nuget
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src/Microsoft.ML.DnnImageFeaturizer.ModelRedist/Microsoft.ML.DnnImageFeaturizer.ModelRedist.csproj
nuget
src/Microsoft.ML.GenAI.LLaMA/Microsoft.ML.GenAI.LLaMA.csproj
nuget
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src/Microsoft.ML.Tokenizers.Data.O200kBase/Microsoft.ML.Tokenizers.Data.O200kBase.csproj
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src/Microsoft.ML.Tokenizers.Data.P50kBase/Microsoft.ML.Tokenizers.Data.P50kBase.csproj
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src/Microsoft.ML.Tokenizers.Data.R50kBase/Microsoft.ML.Tokenizers.Data.R50kBase.csproj
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src/Microsoft.ML.Tokenizers.Data.Cl100kBase/Microsoft.ML.Tokenizers.Data.Cl100kBase.csproj
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.github/workflows/find-similar-issues.yml
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docs/samples/Microsoft.ML.GenAI.Samples/Microsoft.ML.GenAI.Samples.csproj
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