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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Infer the date format from large set of string values with undetermined datetime format

What is the fastest and most accurate way to infer the datetime format from a large set of string values? This is for creating a tool to process data files and any metadata is missing, so the datetime format is undetermined beforehand. Is there…
BdR
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Solving callback definition error: Assignable to constraint, but could be instantiated with a different subtype. ( TS 2345 )

Can anyone describe the nature of the typing issue that creates a compiler error in the code below, and maybe suggest an alternative approach that satisfies type-safety? I am aware that I can bypass type-safety using any and as, and I don't consider…
cefn
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ML serving service architecture with Docker

I am in the early stage of developing an image segmentation service. Currently, I have a simple Flask server that is responsible for receiving data and running a docker container with an AI model in the local GPU server. But I also think about…
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Using Pytorch model for running detections

I have a custom trained weights file and I wish to run predictions with it on single images. I have initialized the model using the pytorch library and once I run the predictions on it, it returns a tuple of God knows what. I wish for it to return…
Sanawar
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Connections between probability theory and statistics?

Hello dear StackOverFlow. I have a few conceptual questions regarding the intersection between probability theory and statistics. I already know a few basic conceptual connections between probability and statistics. For example, I know that in…
Mike
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Change block scope to an object to save on writing the object's name

Is there a way to call members within an object's scope? For example, instead of this: myObject.Foo(); myObject.value = 0; To call within the scope of myObject: myObject. { Foo(); value = 0; } This would only serve to save on typing like…
josh
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Typescript: Generic class type inference

This following seems quite simple but I am not sure what is causing the error. I've been looking around for quite awhile but I can't seem to find an answer. class MyClass { property: T = 5 // Error Here: Type '5' is not assignable to type…
Lionel Tay
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Losing degrees of freedom in standard deviation and t test are same?

We lose one degree of freedom in calculating sample standard deviation because sample mean is used, why do we lose one degree of freedom in one sample t-test?
Nizam
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R - Extract out multiple specific rows into another variable

Press here for Dataset relating to question How do you extract only the Male rows into another dataset whilst keeping the rownames & column names intact?
user9186277
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How to convert Caffe trained model and parameters to directly be used for inference in caffe2?

I have a trained caffe model on a CPU desktop. I want to port it mobile platform to do inference using Caffe2. Any insights into how should I go about with it? Do the scripts that are provided by Caffe2 allow for conversion of the model and reuse of…
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Why does my graph(using ggplot) vary by the use of as.factor() in R?

Im trying to use bar graph to observe the proportion of employees who left based on promotion. Data: structure(list(promo = c(0, 0, 0, 0, 1, 1), left = c(0, 0, 0, 1, 0, 1)), .Names = c("promo", "left"), row.names = c(NA, -6L ), class =…
coderDood
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Inference() Function Insisting That I Use ANOVA Versus Two-Sided Hypothesis Test; R/RStudio

I'm trying to use a custom function called Inference() as seen in the code below. There's no documentation for the function, but it is from my DASI class in Coursera. According to the feedback I have received, I am using the function properly. I'm…
Jason T. Eyerly
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In mathematical terms, do two "NOTS" cancel out?

I am doing some discrete math here. Say if I have something like "NOT k", if I add another "NOT" in front of it to make it "NOT NOT k" would the two "NOT" cancel out to simply become just "k"? Would this hold true for sentences as well? It's a weird…
Vimzy
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Is there any laplacesdemon package equivalent for matlab

R provides a very powerful package called laplacesdemon for bayesian inference using the laplace distribution. I was wondering if there is any equivalent package for Matlab? Thanks!
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What is the proper to save the fitted CNN model for MNIST dataset?

I develpoed a simple CNN model for MNIST dataset and i got 98% validation accuracy. But after saving the model through keras as model.h5 and evaluating the inference of th saved model in another jypyter session, the performance of the model is poor…
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