Questions tagged [inference]

Inference is the act or process of deriving logical conclusions from premises known or assumed to be true. The conclusion drawn is also called an idiomatic. The laws of valid inference are studied in the field of logic.

Inference is the act or process of deriving logical conclusions from premises known or assumed to be true. The conclusion drawn is also called an idiomatic. The laws of valid inference are studied in the field of logic.

Or inference can be defined in another way. Inference is the non-logical, but rational, means, through observation of patterns of facts, to indirectly see new meanings and contexts for understanding. Of particular use to this application of inference are anomalies and symbols. Inference, in this sense, does not draw conclusions but opens new paths for inquiry. In this definition of inference, there are two types of inference: inductive inference and deductive inference. Unlike the definition of inference in the first paragraph above, meaning of word meanings are not tested but meaningful relationships are articulated.

Human inference (i.e. how humans draw conclusions) is traditionally studied within the field of cognitive psychology; researchers develop automated inference systems to emulate human inference. Statistical inference allows for inference from quantitative data.

Source:http://en.wikipedia.org/wiki/Inference

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How can I infer a new document against Mahout TopicModel output?

Given a topic model from Mahout LDA CVB program/offline batch execution, I like to infer a new document using the model/online web service calls. These documents are not incrediably helpful for new-ing and infer-ing. *…
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Inference in Gaussian Bayesian Network

I am having some problem related to Partial Abductive Inference in Gaussian Bayesian Networks (Bayesian Networks which accommodates the continuous nature of the random variables and follow jointly a Gaussian distribution)... My questions are: Can…
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iterated conditional mode E step EM

I wanted to know what is the mathematical justification for using ICM as an approximation for the E step in an EM algorithm. As I understand in the E step the idea is to find a distribution that is equal to the posterior distribution of the latent…
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C# Linq to Entities: The type of one of the expressions in the join clause is incorrect. Type inference failed

I am trying to join two tables together using C# linq to entities. One table has clients, the other table has licences. The tables are joined by Client_ID and ClientLicence_ClientID. For some reason (they are not my tables) the Client_ID is an int,…
Nigel Ellis
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Scala-IDE or Scala unjustified syntax ambiguity

I am learning Scala with Scala-IDE in Eclipse. While following the Chapter 9: Control Abstraction, part 1: Reducing Code Duplication in the Programming in Scala book, I have written the code from the book (fully represented below), it worked fine!…
noncom
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bindParameter function with variadic templates in C++11

I'm trying to write a simple function to convert a std::function<> object while binding the last parameter(s). That's what I've got: template std::function bindParameter (std::function
Alfred Krohmer
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How does int8 inference really works?

Not sure if this is the right place to ask this kind of question, but I can’t really find an example of how int8 inference works at runtime. What I know is that, given that we are performing uniform symmetric quantisation, we calibrate the model,…
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NVIDIA Triton vs TorchServe for SageMaker Inference

NVIDIA Triton vs TorchServe for SageMaker inference? When to recommend each? Both are modern, production grade inference servers. TorchServe is the DLC default inference server for PyTorch models. Triton is also supported for PyTorch inference on…
juvchan
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OnnxRuntime vs OnnxRuntime+OpenVinoEP inference time difference

I'm trying to accelerate my model's performance by converting it to OnnxRuntime. However, I'm getting weird results, when trying to measure inference time. While running only 1 iteration OnnxRuntime's CPUExecutionProvider greatly outperforms…
TBM - VOICE
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ASP.NET CORE 6 - Blazor - How can we infer the component type for child components from a method?

The method which is used is ItemsProvider. Here are the 2 components. Column.razor @typeparam TTT @code { [CascadingParameter] public Grid? MyGrid { get; set; } protected override void OnInitialized() { MyGrid?.Add(this); …
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Best way to use Python Enum or Dictionary for mapping constants and staying DRY with inference

I just started using Python for server-side programming (coming from TypeScript) and the verbosity of typing .value for an Enum is making me consider not using it at all. In TypeScript the value of an Enum is retrieved like so.. enum…
A Webb
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How to Import KFServing Client Package in Golang

We are using KFServing in our kubernetes cluster. The project provides InferenceService struct and clientset in the folder pkg/. How to import these packages under pkg/client? My code is as below: package main import ( "fmt" kfs …
Wallace
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Use multiple images for batch inference cppflow C++

I'm trying to use cppflow library in windows 10 x64 machine in VS2019 C++. I want to inference my model for batch of images (vector ). I write a simple code as below for single image and it works correctly: string im_path{ "..." }; string…
Babak.Abad
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Pytorch Lightning Inference

I trained a model using pytorch lightning and especially appreciated the ease of using multiple GPU's. Now after training, how can I still make use of lightnings GPU features to run inference on a test set and store/export the predictions? The…
ValeKnappich
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Allegrograph - Functors like RDF objects properties?

Using Allegrograph, Prolog functors are pretty awesome, but there is one downside. Let's say you define a functor that links two entities, for example parentOf which equals to "!n:motherOf OR !n:fatherOf" which are both rdf object properties…
Aymeric
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