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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Equality inference in F# + records with mutable fields

The common equality/comparison members design guideline is to not implement structural equality on mutable reference types, but take a look at F# record types with mutable fields: type Value = { mutable value: int } let mutableRecord = { value = 1…
controlflow
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Inferring mapped type in a generic function in TypeScript

Using this StackOverflow post as an example, I implemented a typed event system. Simplified, it looks like: interface MyTypeMap { FOO: string; BAR: number; } I'm trying to create an event handler utilizing this map: function handleEvent
KurtPreston
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TypeScript type inference/narrowing challenge

I'm currently trying to improve the types on some existing code. My code looks roughly like this: /* dispatcher.ts */ interface Message { messageType: string; } class Dispatcher { on< MessageType extends…
Pat
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Need an automatic image tagging API, any suggestions?

I'm building an application which needs to take an image and infer tags related to it. Those tags can be about things, adjectives or even emotions related to the picture. I've already found ALIPR. But I tested it, some other people tested it also…
fjsj
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How to use Tensorflow inference models to generate deepdream like images

I am using a custom image set to train a neural network using Tensorflow API. After successful training process I get these checkpoint files containing values of different training var. I now want to get an inference model from these checkpoint…
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Inference in a Bayesian Network

I need to perform some inferences on a Bayesian network, such as the example I have created below. I was looking at doing something like something like this to solve an inference such as P(F| A = True, B = True). My initial approach was to do…
suphug22
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Inferring using Jena

InfModel infmodel = ModelFactory.createInfModel(reasoner, m); Resource vegetarian = infmodel.getResource(source + "Vegetarian"); Resource margherita = infmodel.getResource(source + "Example-Margherita"); if (infmodel.contains(margherita, RDF.,…
yihlamur
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Inference from Generic Type Question

I suppose this is more of a public rant, but why can't I get c# to infer my Id's type? public EntityT Get(IdT id) where EntityT : EntityObject and a defined EntityObject with a Guid as an Id as follows: public Foo :…
Raspar
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Jena: How to infer data / performance issues

I'd like to use Jena's inference capabilities, but I'm having some performance problems when I am using InfModel. Here's a simplified overview of my ontology: Properties: hasX (Ranges(intersection): X, inverse properties: isXOf) |--…
Pedro
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Type inference for type arguments of generic methods

I'm a newby to Stack Overflow so please go easy on me! I'm reading C# in Depth but I've come across a scenario that I don't believe is covered. A quick search of the web didn't throw up any results either. Say I define the following overloaded…
zekesteer
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Lightweight inference engine interfaceable with Ruby

I have a large Ruby application that is just crying out for the addition of an inference engine; I don't need a lot of functionality, am not afraid of integrating C libraries, and am coming up empty in my Googling. There seem to be plenty of rules…
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Extract (or Set) input/output TF tensor names information from python API instead of saved_model_cli

I trained a simple model with Keras/TF2.5 and saved it as saved model. tf.saved_model.save(my_model,'/path/to/model') If I examine it via saved_model_cli show --dir /path/to/model --tag_set serve --signature_def serving_default I get these…
Artyom
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How to set and get confidence threshold from custom YOLOv5 model?

I am trying to perform inference on my custom YOLOv5 model. The official documentation uses the default detect.py script for inference. Example: python detect.py --source data/images --weights yolov5s.pt --conf 0.25 I have written my own python…
TechXpert
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How to get class and bounding box coordinates from YOLOv5 predictions?

I am trying to perform inference on my custom YOLOv5 model. The official documentation uses the default detect.py script for inference. I have written my own python script but I cannot access the predicted class and the bounding box coordinates from…
TechXpert
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What is NCHW Format?

Can someone explain to me what is NHCW format? I am working with the Jenson Inference library and for object detection the first step is called "Pre-Process" and it converts the image to NCHW format, but I don't know what this format is.
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