blocks|key|1655832|text|最佳.NET神经网络库是AForge|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1655833|链接：|1655834|MainPage|offset|length|1655835|CodeProject-Article|1655836|entityMap|0|LINK|mutability|MUTABLE|url|http://code.google.com/p/aforge/|1|http://www.codeproject.com/KB/recipes/aforge_neuro.aspx^0|0|0|0|8|0|0|0|J|1|0^^$0|@$1|2|3|4|5|6|7|T|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|U|8|@]|9|@]|A|$]]|$1|D|3|E|5|6|7|V|8|@]|9|@$F|W|G|X|1|Y]]|A|$]]|$1|H|3|I|5|6|7|Z|8|@]|9|@$F|10|G|11|1|12]]|A|$]]|$1|J|3|-4|5|6|7|13|8|@]|9|@]|A|$]]]|K|$L|$5|M|N|O|A|$P|Q]]|R|$5|M|N|O|A|$P|S]]]]

Best .NET neural network library is AForge

Links:

<a href="http://code.google.com/p/aforge/" rel="noreferrer">MainPage</a>

<a href="http://www.codeproject.com/KB/recipes/aforge_neuro.aspx" rel="noreferrer">CodeProject-Article</a>

blocks|key|1655960|text|Encog是一个面向Java和DotNet的免费开源神经网络应用编程接口。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1655961|http://www.heatonresearch.com/encog|offset|length|1655962|entityMap|0|LINK|mutability|MUTABLE|url^0|0|0|Z|0|0^^$0|@$1|2|3|4|5|6|7|M|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|N|8|@]|9|@$D|O|E|P|1|Q]]|A|$]]|$1|F|3|-4|5|6|7|R|8|@]|9|@]|A|$]]]|G|$H|$5|I|J|K|A|$L|C]]]]

Encog is a free open source neural network API for both Java and DotNet.

<a href="http://www.heatonresearch.com/encog" rel="noreferrer">http://www.heatonresearch.com/encog</a>

blocks|key|249333|text|它的范围不像AForge那样广泛，但它对神经网络的独家关注使它可能更容易访问，并且可能在这一领域更具特色。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|249334|更新：(2012年12月)|offset|length|style|BOLD|249335|NeuronDotNet在http://neurondotnet.freehostia.com的旧存储库已经不存在了。|249336|最新的源代码，V3.0可以在sourceforge上找到，但这个项目实际上是非活动的。显然，它的原始开发者，也是唯一的贡献者Vijeth+Dinesha，已经停止更新和改进这个代码库。谢谢，Vijeth！也许有一天，有人会从你离开的地方拾起。事实上，NeuronDotNet是一个相对成熟的框架，与神经网络只是其中一个功能/模块的其他框架相比，它的简单性和单一关注点使其具有吸引力。|249337|entityMap|0|LINK|mutability|MUTABLE|url|http://neurondotnet.freehostia.com/^0|0|0|2|0|D|Y|0|0|7|4|U|C|0^^$0|@$1|2|3|4|5|6|7|T|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|U|8|@$D|V|E|W|F|G]]|9|@]|A|$]]|$1|H|3|I|5|6|7|X|8|@]|9|@$D|Y|E|Z|1|10]]|A|$]]|$1|J|3|K|5|6|7|11|8|@$D|12|E|13|F|G]|$D|14|E|15|F|G]]|9|@]|A|$]]|$1|L|3|-4|5|6|7|16|8|@]|9|@]|A|$]]]|M|$N|$5|O|P|Q|A|$R|S]]]]

<a href="http://sourceforge.net/projects/neurondotnet/?source=navbar" rel="nofollow noreferrer">NeuronDotNet</a> It is not as broad in its scope as AForge, but its exclusive focus on NN makes it maybe more readily accessible, and possibly more featured in this area.

Update: (December 2012) 
NeuronDotNet's old repository at <a href="http://neurondotnet.freehostia.com" rel="nofollow noreferrer">http://neurondotnet.freehostia.com</a> is defunct. 
The most recent source code, Version 3.0 is available on sourceforge, but this project is effectively inactive. Apparently, its original developer, and sole contributor, Vijeth Dinesha, has stopped updating and improving this code base. Thank you, Vijeth! Maybe someone will, some day, pick-up from where you left. Indeed, NeuronDotNet is a relatively mature framework and its simplicity and single focus make it attractive, compared with other frameworks where Neural Nets are just one feature/module therein.

blocks|key|391326|text|如果这对其他人有帮助，MS将pretty+robust+built-in+Neural+Network+support作为Data+Mining+Analysis+Services的一部分。|type|unstyled|depth|inlineStyleRanges|entityRanges|offset|length|data|391327|我知道MS不是开源的，但如果你正在使用.NET，你的数据可能已经在SQL中了。|391328|entityMap|0|LINK|mutability|MUTABLE|url|http://msdn.microsoft.com/en-us/library/ms174941.aspx|1|http://msdn.microsoft.com/en-us/library/ms175595.aspx^0|E|19|0|1P|T|1|0|0^^$0|@$1|2|3|4|5|6|7|P|8|@]|9|@$A|Q|B|R|1|S]|$A|T|B|U|1|V]]|C|$]]|$1|D|3|E|5|6|7|W|8|@]|9|@]|C|$]]|$1|F|3|-4|5|6|7|X|8|@]|9|@]|C|$]]]|G|$H|$5|I|J|K|C|$L|M]]|N|$5|I|J|K|C|$L|O]]]]

In case this helps anybody else, MS SQL has <a href="http://msdn.microsoft.com/en-us/library/ms174941.aspx" rel="noreferrer">pretty robust built-in Neural Network support</a> as part of <a href="http://msdn.microsoft.com/en-us/library/ms175595.aspx" rel="noreferrer">Data Mining Analysis Services</a>. 

I know MS SQL isn't open source, but odds are if you are using .NET your data may already be in SQL.

blocks|key|1656184|text|以下是开源.NET机器学习的F#相关资源列表。|type|unstyled|depth|inlineStyleRanges|entityRanges|data|1656185|http://fsharp.org/machine-learning/|offset|length|1656186|NuGet上可用的框架：(出于持久化目的，下面的内容直接取自上面引用的URL。)|1656187|1656188|Accord.MachineLearning+-包含支持向量机、决策树、朴素贝叶斯模型、K均值、高斯混合模型和用于机器学习应用的通用算法，如Ransac、交叉验证和网格搜索。此软件包是高级神经网络和机器学习框架Accord.NET+Framework.|unordered-list-item|1656189|Encog机器学习框架的一部分。Encog包含创建各种网络的类，以及支持归一化和处理这些神经网络的数据的类。Encog使用多线程弹性传播进行训练。Encog还可以利用GPU进一步加快处理时间。还提供了一个基于图形用户界面的工作台来帮助建模和训练神经网络。|1656190|Numl-一个机器学习库，旨在简化使用标准建模技术进行预测和聚类|1656191|1656192|entityMap|0|LINK|mutability|MUTABLE|url^0|0|0|Z|0|0|0|0|0|0|0|0^^$0|@$1|2|3|4|5|6|7|X|8|@]|9|@]|A|$]]|$1|B|3|C|5|6|7|Y|8|@]|9|@$D|Z|E|10|1|11]]|A|$]]|$1|F|3|G|5|6|7|12|8|@]|9|@]|A|$]]|$1|H|3|-4|5|6|7|13|8|@]|9|@]|A|$]]|$1|I|3|J|5|K|7|14|8|@]|9|@]|A|$]]|$1|L|3|M|5|K|7|15|8|@]|9|@]|A|$]]|$1|N|3|O|5|K|7|16|8|@]|9|@]|A|$]]|$1|P|3|-4|5|6|7|17|8|@]|9|@]|A|$]]|$1|Q|3|-4|5|6|7|18|8|@]|9|@]|A|$]]]|R|$S|$5|T|U|V|A|$W|C]]]]

Here is a list of F# related resources for open source .NET machine learning.

<a href="http://fsharp.org/machine-learning/" rel="nofollow">http://fsharp.org/machine-learning/</a>

Frameworks available on NuGet: (The content below was taken directly from the above referenced URL for persistence purposes.)

<ul>
<li>Accord.MachineLearning - Contains Support Vector Machines, Decision Trees, Naive Bayesian models, K-means, Gaussian Mixture models and general algorithms such as Ransac, Cross-validation and Grid-Search for machine-learning applications. This package is part of the Accord.NET Framework.</li>
<li>Encog Machine Learning Framework - An advanced neural network and machine learning framework. Encog contains classes to create a wide variety of networks, as well as support classes to normalize and process data for these neural networks. Encog trains using multithreaded resilient propagation. Encog can also make use of a GPU to further speed processing time. A GUI based workbench is also provided to help model and train neural networks.</li>
<li>Numl - A machine learning library intended to ease the use of using standard modeling techniques for both prediction and clustering</li>
</ul>

blocks|key|249288|text|从我所看到的：FANN适合这两个类别。|type|unstyled|depth|inlineStyleRanges|entityRanges|offset|length|data|249289|entityMap|0|LINK|mutability|MUTABLE|url|http://leenissen.dk/fann/^0|7|4|0|0^^$0|@$1|2|3|4|5|6|7|L|8|@]|9|@$A|M|B|N|1|O]]|C|$]]|$1|D|3|-4|5|6|7|P|8|@]|9|@]|C|$]]]|E|$F|$5|G|H|I|C|$J|K]]]]

From what I can see: <a href="http://leenissen.dk/fann/" rel="nofollow noreferrer">FANN</a> fits both of the categories.

blocks|key|391307|text|下载Weka并通过IKVM将jar文件(Java+bytecode)转换为.NET框架(托管)+dll。Weka被许多人认为是一个非常好的机器学习开源库。它包括神经网络。|type|unstyled|depth|inlineStyleRanges|entityRanges|offset|length|data|391308|entityMap|0|LINK|mutability|MUTABLE|url|http://www.cs.waikato.ac.nz/ml/weka/|1|http://www.ikvm.net/^0|2|4|0|9|4|1|0^^$0|@$1|2|3|4|5|6|7|N|8|@]|9|@$A|O|B|P|1|Q]|$A|R|B|S|1|T]]|C|$]]|$1|D|3|-4|5|6|7|U|8|@]|9|@]|C|$]]]|E|$F|$5|G|H|I|C|$J|K]]|L|$5|G|H|I|C|$J|M]]]]

Download <a href="http://www.cs.waikato.ac.nz/ml/weka/" rel="nofollow noreferrer">Weka</a> and convert from the jar file (Java bytecode) to .NET Framework (managed) dll through <a href="http://www.ikvm.net/" rel="nofollow noreferrer">IKVM</a>. Weka is aknowledged by many as a very good open-source library for machine learning. It includes neural networks.

blocks|key|249524|text|https://dotnet.github.io/infer/+Infer.NET是一个在图形模型中运行贝叶斯推理的框架。|type|unstyled|depth|inlineStyleRanges|entityRanges|offset|length|data|249525|entityMap|0|LINK|mutability|MUTABLE|url|https://dotnet.github.io/infer/^0|0|V|0|0^^$0|@$1|2|3|4|5|6|7|L|8|@]|9|@$A|M|B|N|1|O]]|C|$]]|$1|D|3|-4|5|6|7|P|8|@]|9|@]|C|$]]]|E|$F|$5|G|H|I|C|$J|K]]]]

<a href="https://dotnet.github.io/infer/" rel="nofollow noreferrer">https://dotnet.github.io/infer/</a>
Infer.NET is a framework for running Bayesian inference in graphical models.

Can anyone recommend a good open-source .NET neural network library?

Thanks!

Open-source .NET neural network library?

翻译质量差，导致语言生硬或混乱。

没有提供实际的解决方法或示例。

解答不清晰，无法理解或解决问题。

页面排版不美观，阅读体验差。

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有人能推荐一个好的开源.NET神经网络库吗？谢谢!

问开源.NET神经网络库？
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