infer | An R package for tidyverse-friendly statistical inference | Analytics library
kandi X-RAY | infer Summary
kandi X-RAY | infer Summary
The objective of this package is to perform statistical inference using an expressive statistical grammar that coheres with the tidyverse design framework. The package is centered around 4 main verbs, supplemented with many utilities to visualize and extract value from their outputs. To learn more about the principles underlying the package design, see vignette("infer"). If you’re interested in learning more about randomization-based statistical inference generally, including applied examples of this package, we recommend checking out Statistical Inference Via Data Science: A ModernDive Into R and the Tidyverse and Introduction to Modern Statistics.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of infer
infer Key Features
infer Examples and Code Snippets
def infer_steps_for_dataset(model,
dataset,
steps,
epochs=1,
steps_name='steps'):
"""Infers steps_per_epoch needed to loop through a dat
def _infer_hints_allowing_override(op1, op2, hints):
"""Infer hints from op1 and op2. hints argument is an override.
Args:
op1: LinearOperator
op2: LinearOperator
hints: _Hints object holding "is_X" boolean hints to use for retur
def _infer_num_gpus_per_worker(devices):
"""Infers the number of GPUs on each worker.
Currently to make multi-worker cross device ops work, we need all workers to
have the same number of GPUs.
Args:
devices: a list of device strings, ca
Community Discussions
Trending Discussions on infer
QUESTION
I need to pass this:
...ANSWER
Answered 2021-Jun-15 at 19:49You can use simply intent.putExtra
instead of worrying about which variant like put_____Extra
to use.
When extracting the value, you can use intent.extras
to get the Bundle and then you can use get()
on the Bundle and cast to the appropriate type. This is easier than trying to figure out which intent.get____Extra
function to use to extract it, since you will have to cast it anyway.
The below code works whether your data class is Serializeable or Parcelable. You don't need to use arrays, because ArrayLists themselves are Serializeable, but you do need to convert from MutableList to ArrayList.
QUESTION
I'm having trouble understanding why TypeScript is inferring a certain type for an array element when the type is a union type and the types 'overlap'. I've reduced it to this minimum repro:
...ANSWER
Answered 2021-Jun-15 at 19:42See microsoft/TypeScript#43667 for a canonical answer. This is a design limitation of TypeScript.
As you might be aware: in TypeScript's structural type system, Child
is a subtype of Base
even though it is not explicitly declared as such. So every value of type Child
is also a value of type Base
(although not vice-versa). That means Child | Base
is equivalent to Base
... although the compiler is not always aggressive about reducing the former to the latter. (Compare this to the behavior with something like "foo" | string
, which is always immediately reduced to string
by the compiler.)
Subtype reduction is often desirable, but there are some places where Child | Base
's behavior is observably different from Base
's, such as excess property checks, IntelliSense hinting, or the sort of unsound type guarding that happens with the in
operator. You haven't shown why it matters to you that you are getting a Base
as opposed to a Child | Base
, but presumably it's one of these observable differences or something like it.
My advice here is first to think carefully about whether or not you really need this distinction. If so, then you might consider preventing Base
from being a subtype of Child
, possibly by adding an optional property to it:
QUESTION
My Question: What exactly does “compile-time” mean? I present my understanding below and where I am getting confused.
Compilation is the process that generates a single executable .exe file from the .vb file. There are several ways to do this, for example by using the VBC.EXE command from the developer command window or MSDOS. The way I understand “compile-time” is that it is time when such a command gets executed and the exe file is generated. The following are the what I find confusing:
- When I write Dim i = 5, the compiler infers or “knows” that the variable “i” is an integer.
- If I want to print an integer or a string using the Writeline method of the console class then the compiler automatically determines which overloaded version it should call. So in this case also the compiler “knows” – this is also known as compile-time polymorphism.
My confusion: Since in both the above cases the compiler infers or knows the type of variable or the version of the overloaded method to call just after we have finished typing the sentence, is this also called compile-time? We have not given any sort of compilation command here.
- Another confusion on the definition of compile-time refers to the case when we explicitly define overloaded methods. In the case of the writeline method, we know from the pop-up given by intellisense that immediately after we have finished typing the sentence the version with the correct signature is called. Now, when we define overloaded methods does the compiler know which version to call when we call the function (depending on signature) somewhere in the program right after we have finished typing the code? Or does the compiler know this after the exe file has been generated? This is a case of compile-time polymorphism. But then which time or which step is the “compile-time”?
ANSWER
Answered 2021-Jun-15 at 19:35We have not given any sort of compilation command here.
No, but most modern IDEs can do similar "static analysis" that compilers do to determine types, etc. Some even do a very lightweight "compile" to determine what overloads are appropriate, etc.
Also note that IDEs and the actual compiler may not always agree. IDE analysis is designed to be very fast, so the analysis done by the IDE may be less robust and less accurate than a static compiler.
So in a sense these are all "compile-time" in that the only information that is available is what is present in the code. This is opposed to "run-time" where other factors such as user input, environment, and state can change the flow and interpretation of the program in ways that the compiler could not account for.
QUESTION
I have the following two interfaces, one which allows a nullable vin
, the other that doesn't:
ANSWER
Answered 2021-Jun-15 at 18:49You can use a type predicate to define a user-defined type guard like this:
QUESTION
Sometimes I find myself needing to initialize an object with a property that matches the property of another object. When the property name is the same, I want to be able to use shorthand syntax.
(For the purposes of the examples in this question, I'll just keep the additional properties to a tag: 1
property, and I'll reuse message
in subsequent examples as the input/source of the information. I also indicate an extra unwanted
property of message
because I'm cherry-picking properties and do not intend to just use Object.assign
to assign all the properties of message
to the result
.)
ANSWER
Answered 2021-Jun-15 at 16:26The best I have so far is
{ person: message.person, tag: 1 }
.Is there shorthand initializer syntax to achieve this?
No, this is still they way to go.
hoping that a property name would magically be inferred from
person
QUESTION
I need a trait that allows me to construct a object that borrows an object that borrows something. In the following example that is PaperBin. https://play.rust-lang.org/?version=stable&mode=debug&edition=2018&gist=78fb3f88b71bc226614912001ceca65b
...ANSWER
Answered 2021-Jun-15 at 13:38Your immediate issue is that T: GarbageBin<'a, 'b>
where 'a
and 'b
are parameters of create_bin_with_rubbish
and must therefore outlive calls to that function—but the actual lifetimes passed to T::new
are only internal to the function and do not therefore satisfy those bounds.
Instead of parameterising create_bin_with_rubbish
with lifetimes 'a
and 'b
, one way to resolve this would be to use instead an HRTB (higher-ranked trait bound):
QUESTION
I'd like to run a simple neural network model which uses Keras on a Rasperry microcontroller. I get a problem when I use a layer. The code is defined like this:
...ANSWER
Answered 2021-May-25 at 01:08I had the same problem, man. I want to transplant tflite to the development board of CEVA. There is no problem in compiling. In the process of running, there is also an error in AddBuiltin(full_connect). At present, the only possible situation I guess is that some devices can not support tflite.
QUESTION
I'm trying to create a few generic recursive types to modify structure of existing types. I can't tell why the sections inferring arrays and nested objects is not getting triggered. Any idea what I'm doing wrong?
TS playround link with the below code:
...ANSWER
Answered 2021-Jun-15 at 00:56Assuming what I mentioned in my comment on your question, the fix is just to simplify your FieldWithConfidence
type significantly. Right now it is trying to add a number of additional levels of structure beyond what you seem to want. Here is a version of that type that works as I think you intend:
QUESTION
I was looking at the Microsoft Rust guide and while reading the generics chapters, I came across the following problem.
Consider the two following pieces of code:
...ANSWER
Answered 2021-Jun-14 at 12:47In the first case:
QUESTION
I have a code that converts image from nv12 to yuv444
...ANSWER
Answered 2021-Jun-10 at 06:15Seems to be a prime case for fancy indexing (advanced indexing).
Something like this should do the trick, though I didn't verify it on an actual image. I've added a section to reconstruct the image in the beginning, because it is easier to work with the array as a whole than broken into parts. Likely, you can refactor this and avoid splitting it to begin with.
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