MLNET

Microsoft.ML.DataView

by: Microsoft dotnetframework MLNET

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.

Microsoft.ML

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.CpuMath

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.OnnxRuntime

by: Microsoft dotnetframework Microsoft AI Infra and Tools team MLNET

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

Microsoft.Data.Analysis

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.Tokenizers

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.LightGbm

by: Microsoft dotnetframework MLNET

ML.NET component for LightGBM

Microsoft.ML.FastTree

by: Microsoft dotnetframework MLNET

ML.NET component for FastTree

Microsoft.ML.Mkl.Redist

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.OnnxRuntime.Gpu

by: Microsoft dotnetframework Microsoft AI Infra and Tools team MLNET

This package contains native shared library artifacts for all supported platforms of ONNX Runtime.

Microsoft.ML.Tokenizers.Data.O200kBase

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.TimeSeries

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.Tokenizers.Data.Cl100kBase

by: Microsoft dotnetframework MLNET

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.

Microsoft.ML.ImageAnalytics

by: Microsoft dotnetframework MLNET

ML.NET component for Image support

Microsoft.ML.TensorFlow

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.OnnxTransformer

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.Recommender

by: Microsoft dotnetframework MLNET

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

Microsoft.ML.Mkl.Components

by: Microsoft dotnetframework MLNET

ML.NET additional learners making use of Intel Mkl.

Microsoft.ML.Vision

by: Microsoft MLNET

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

Microsoft.ML.AutoML

by: Microsoft MLNET

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