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Partially observed values

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Hi All, I'm new to Infer.NET and I find it is really interesting. When I play with some examples and tutorials, I found one question that I don't know how to ...

1 Replies | 21 Views | Last Post 19 hours 55 minutes ago
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Modifying Trueskill model

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Hi everyone, My model is based on TrueSkill but I want to modify a little bit. In my model, each game has a group of players and the number of players in one game is not ...

1 Replies | 35 Views | Last Post Monday, June 17, 2013 9:33 AM
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EP on a custom factor returning a Gamma

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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I'm playing around with adding custom factors, for now just implementing some very simple factors to get the syntax down (as explained in the user guide). My model is ...

2 Replies | 53 Views | Last Post Monday, June 10, 2013 5:12 PM
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Calculating object distance/similarity in Bayesian Networks

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

I have a tree structure of attributes (observed/hidden). This structure is built using some objects (data points) and with the help of a prior domain ontology. Obviously, each object can be ...

5 Replies | 70 Views | Last Post Wednesday, June 05, 2013 3:18 PM
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Ironpython import failure of specific submodules

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

First off, I am aware that Mono/Linux is not a supported platform, but please bear with me. I am running Infer.Net 2.5b2 on Archlinux (64 bit) with ironpython (git head) and Mono ...

3 Replies | 123 Views | Last Post Monday, June 03, 2013 5:22 PM
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Wet Grass/Sprinkler/Rain Model with Infer.NET 2.3 and Unity?

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Hi I'm currently using Infer.NET 2.3 because I need to link it with Unity 4 and it's not possible with Infer.NET 2.5. I tried to run the Wet Grass/Sprinkler/Rain Model provided in ...

7 Replies | 126 Views | Last Post Monday, June 03, 2013 4:05 PM
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Error when Infering a variable with two parents

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hello I'm adapting the wet grass/rain/sprinkler example to my model. However, I'm having a problem when making the inference of a variable with two ...

2 Replies | 60 Views | Last Post Monday, June 03, 2013 3:21 PM
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Gaussian distribution for ObservedValue

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hello everyone, I'm having trouble with implementing a simple Bayesian inference method. There is one parameter A, defined as a Guassian distribution. The observations of A provide ...

1 Replies | 63 Views | Last Post Monday, June 03, 2013 2:38 PM
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Strange Results Recommender System Example

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hi Everyone I'm working with the Recommender System Example in order to take confidence with Infer.NET. I have changed a little bit the code in order to retrieve the real value of ...

2 Replies | 84 Views | Last Post Tuesday, May 28, 2013 3:30 PM
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Questions about the Recommender System Example

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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Dear everyone I am working on the RecommenderSystem example, trying to improve it in the form of the one in the referring paper. However i ...

3 Replies | 98 Views | Last Post Tuesday, May 28, 2013 10:50 AM
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Improper distribution during inference... Error Recommender system example

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Hi everyone I'm tring to test the RecommenderSystem example in the movielens dataset. I've changed a little bit the code in order to import the data from a file. The new ...

6 Replies | 127 Views | Last Post Tuesday, May 28, 2013 9:50 AM
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SSRS REPORTING PROBLEM

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

I am using Win7 ultimate a 32bit os and i have installed a 64bit sql server in sharepoint integration mode ...

0 Replies | 79 Views | Last Post Thursday, May 23, 2013 4:46 PM
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Find a sequence in a dataset

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

hello guys, I have a sequence of about 200 points and I wonder if there is a chance to detect a distribution as shown below using infer.NET? There is also a trainig set (of 20-25 ...

1 Replies | 92 Views | Last Post Wednesday, May 22, 2013 5:41 PM
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Implementing TrueSkill with Fun

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hello, I'm trying to implement TrueSkill using Fun. The meaning of type (player[] * outcome)[] is: array of pairs (team, outcome for the ...

3 Replies | 125 Views | Last Post Tuesday, May 21, 2013 3:37 PM
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Modeling Additive Arrays

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

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Question for some of you more experienced with Bayesian Nets: I'm trying to model an array of values that is updated constantly by adding or subtracting ...

5 Replies | 171 Views | Last Post Saturday, May 18, 2013 5:57 PM
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Problem with mono(Linux)

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hi I'm trying to use Infer.NET on linux because i need to run a model into a server(University server). I'm currently using monoDevelop as editor because i'm not ...

0 Replies | 87 Views | Last Post Saturday, May 18, 2013 12:33 PM
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Running infer.NET on mono

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hi everyone, i need to run infer.NET and the model ' have done on a Linux server(of my university). I have tried to use mono, but i have some issues. Exist a guide that ...

0 Replies | 87 Views | Last Post Friday, May 17, 2013 3:05 PM
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Votes

F# TrueSkill

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

I have trouble understanding the following two lines in the F# code for TrueSkill: letskills = skillsPrior nPlayers letskills, synthetic_results = prior ...

2 Replies | 115 Views | Last Post Thursday, May 16, 2013 11:39 PM
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BMP model (Migrated from community.research.microsoft.com)

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

glory posted on 08-25-2010 9:42 AM I tried BMP model. There are several exception here. Anyone knows what's the problem? 1: Improper distribution during ...

2 Replies | 749 Views | Last Post Tuesday, May 14, 2013 12:33 PM
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Votes

Problem in launch LDA Example

Microsoft Research Forums
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Infer.NET

Infer.NET

Infer.NET is a .NET framework for machine learning. It provides state-of-the-art algorithms for probabilistic inference from data. Various Bayesian models such as Bayes Point Machine classifiers, TrueSkill matchmaking, hidden Markov models, and Bayesian networks can be implemented using Infer.NET.

Announcements : 1

Hi Every one, I am new in the Infer.NET world as well as in the C# programming. I have tried to load and lounch the LDA example provided in the package but when i press the ...

2 Replies | 112 Views | Last Post Tuesday, May 14, 2013 9:53 AM
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