RRF | Reparameterized Random Features | Machine Learning library
kandi X-RAY | RRF Summary
kandi X-RAY | RRF Summary
Reparameterized Random Features
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
- Fit the classification problem
- Calculate the gradient of the model
- Compute the gradient of the latent function
- Calculate the phi
- Compute the wx - weighted wx
RRF Key Features
RRF Examples and Code Snippets
Community Discussions
Trending Discussions on RRF
QUESTION
I have been working with the Unified Medical Language System (UMLS) for decades. But I have been aware for some years now (since 2017) that the MRREL table is woefully defective. And I wonder how can that possibly be?
I have tons of examples, but I am just making it very simple. The ATC code is a simple tree. Among many others, there is a top-level category 'G' (CUI: C3653431) and another 'C' (CUI: C3540036).
To be absolutely sure that I am not losing anything due to my importing process into a relational database, I am checking the raw files from the UMLS distribution:
...ANSWER
Answered 2021-Aug-16 at 06:43I have sent a problem report to NLM and they replied that the file in the UMLS-Full.zip, the ones that end in .nlm, that also contain the UMLS data tables, are somehow incomplete and one needs their MetamorphoSys program to assemble the right files.
It seems like they do some data compression (for whatever reason) in rows by which they can reduce the size of the MRREL file by about 20%.
MRREL.RRF from the metathesaurus distribution 5,137,657,601 bytes
MRREL.RRF from the UMLS-Full .nlm file 3,662,797,614 bytes
$ head MRREL.RRF.met C0000005|A13433185|SCUI|RB|C0036775|A7466261|SCUI||R86000559||MSHFRE|MSHFRE|||N|| C0000005|A26634265|SCUI|RB|C0036775|A0115649|SCUI||R31979041||MSH|MSH|||N|| C0000039|A0016515|AUI|SY|C0000039|A11754881|AUI|translation_of|R101808683||MSHSWE|MSHSWE|||N|| C0000039|A0016515|AUI|SY|C0000039|A12080359|AUI|sort_version_of|R64565540||MSH|MSH|||N|| C0000039|A0016515|AUI|SY|C0000039|A12091182|AUI|entry_version_of|R64592881||MSH|MSH|||N|| C0000039|A0016515|AUI|SY|C0000039|A13042554|AUI|translation_of|R193408122||MSHCZE|MSHCZE|||N|| C0000039|A0016515|AUI|SY|C0000039|A13096036|AUI|translation_of|R73331672||MSHPOR|MSHPOR|||N|| C0000039|A0016515|AUI|SY|C0000039|A1317708|AUI|permuted_term_of|R28482432||MSH|MSH|||N|| C0000039|A0016515|AUI|SY|C0000039|A18972171|AUI|translation_of|R124061564||MSHPOL|MSHPOL|||N|| C0000039|A0016515|AUI|SY|C0000039|A28315139|AUI||R173174221||RXNORM|RXNORM|||N||
$ head MRREL.RRF.nlm C0000005|A13433185|SCUI|RB|C0036775|A7466261|SCUI||R86000559||MSHFRE||||N|| C0000005|A26634265|SCUI|RB|C0036775|A0115649|SCUI||R31979041||MSH||||N|| C0000039|A0016515|AUI|SY|C0000039|A11754881|AUI|translation_of|R101808683||MSHSWE||||N|| C0000039|A0016515|AUI|SY|C0000039|A12080359|AUI|sort_version_of|R64565540||MSH||||N|| |||SY|C0000039|A12091182||entry_version_of|R64592881||||||N|| C0000039|A0016515|AUI|SY|C0000039|A13042554|AUI|translation_of|R193408122||MSHCZE||||N|| C0000039|A0016515|AUI|SY|C0000039|A13096036|AUI|translation_of|R73331672||MSHPOR||||N|| C0000039|A0016515|AUI|SY|C0000039|A1317708|AUI|permuted_term_of|R28482432||MSH||||N|| C0000039|A0016515|AUI|SY|C0000039|A18972171|AUI|translation_of|R124061564||MSHPOL||||N|| C0000039|A0016515|AUI|SY|C0000039|A28315139|AUI||R173174221||RXNORM||||N||
You can see how the 5th row is produced from the 4th row by copying over the previous columns into empty columns.
That seems to be the issue.
QUESTION
I have two files in my S3 and I need to read them from Python code outside of AWS. To do that I am generating presigned url for each to be able to read them. The first part of code which is reading the file with tx format is working fine:
...ANSWER
Answered 2021-Dec-17 at 19:24The file format does make the difference, but only indirectly. Read the documentation of pandas.read_csv:
Any valid string path is acceptable. The string could be a URL. Valid URL schemes include http, ftp, s3, gs, and file.
You pass an HTTPS URL to read_csv and the method is able to handle it.
However python's open method expects a file object and can't handle URLs. You need to use an HTTP client library to download the file and then process it.
QUESTION
This code is returning an error of
...org.springframework.orm.ObjectOptimisticLockingFailureException: Object of class [...CRPS] with identifier [03555b54-9d67-4990-871f-551f9e7788jj]: optimistic locking failed; nested exception is org.hibernate.StaleObjectStateException: Row was updated or deleted by another transaction (or unsaved-value mapping was incorrect) : [...CRPS#03555b54-9d67-4990-871f-551f9e7788jj]
ANSWER
Answered 2021-Jun-02 at 22:57The reason behind my getting this error is due to hibernate not checking correctly for null in the version column, in my case the updated_at with type datetime.
Looking at the hibernate trace logs rather than checking with the operator is null it uses the = operator to check for null value, which would return the undesired value that causes the exception to be thrown.
Workaround or maybe rather it's a constraint that must be defined to begin with is to add a not null or a default value.
QUESTION
This is a carry on question from my previous one and I was wondering how I can go about improving my code, which currently has an extreme delay in outputting the numbers to the display and also not showing the expected outputs under all situations, i.e., some segments are not lit up.
Please see the images below!
Correct but delayed output 1
Correct but delayed output 2
Correct but delayed output 3
Incorrect and delayed output
From an inexperienced point of view, I imagine that it's a timing issue. But, how I go about solving it isn't quite clear to me at the moment. Therefore, any insights or proposed numbers that I can use will be very much appreciated.
The working code with the ADC code block is below:
...ANSWER
Answered 2021-Jan-10 at 17:50Here are some issues that some may be bad practices.
1- Here you call the ADC routine in the Timer0 ISR.
QUESTION
am doing a project in react-redux
(w hooks) with redux-thunk
. Got to the point, where I wanted to use some kind of account authentication. I have chosen to use Firebase since it is popular.
So I started to follow ninjas outdated course on yt. Knowing that, I was checking the documenation of firebase, on how to get authenticated using redux-thunk.
Now I got to the point, that when I try to login into my firebase, I get the following error:
"Firebase instance does not yet exist. Check your compose function."
A similar problem was described here, but this would be to easy (of course...): SO LINK
I can only assume, that the problem is somewhere in my store.js, in the compose function. Just, that I did everything by the book (or at least I think so):http://docs.react-redux-firebase.com/history/v3.0.0/docs/getting_started.html and nothing seems to help.
Maybe someone with a fresh look could check my code and tell me, where I have done a mistake.
Since I asume, that the error is in the store.js, I will start with it:
...ANSWER
Answered 2020-Oct-20 at 05:05So I got the issue.
I got my API_KEY values etc stored in my .env.local file. Turns out, that if I write them directly in the fbConfig file, then everything works. Wonder why, because in my previous app I did exacly the same thing and it worked. Also I could console.log out the values from the .env.local file in my index.js. But somehow they did not got initialized.
Well, now everything is working fine.
QUESTION
As stated here, I should close the resource resolver obtained from factory.
It is very important to call the close() method once the resource resolver is not used any more to ensure any system resources are properly clean up.
But I could not understand why should I do it because why java garbage collection framework does not release the memory automatically? I know an object will not be garbage collected if it has a reference. Lets take this example:
...ANSWER
Answered 2020-Sep-14 at 21:41The ResourceResolver
interface abstracts away the details of accessing resources across multiple sources. Depending on the underlying implementation, this could be the JCR, a bundle resource or some other form of storage. Access to the underlying "database" may require some form of authentication. For example, typically, when reading resources from the repository in AEM, there's an underlying JCR session open for each Resource Resolver. This session needs to be terminated when it's no longer needed. Broadly speaking, there's more to it than pure garbage collection/memory management constraints and, depending on the underlying implementation, there may be some other resource cleanup involved. The Javadoc on ResourceProvider
explains this in a little more detail.
That said, this behavior is achieved with a number of interfaces and their corresponding implementation classes that introduce a few interesting things with a bearing on the garbage collection process.
TheCommonResourceResolverFactoryImpl
class, which implements the shared functionality of all resource resolver factories (see ResourceResolverFactory
) is a Singleton that holds a map of weak references to open ResourceResolver
instances.
This needs to be cleaned up as a particular ResourceResolver
instance is closed.
You may notice that there's a ResourceResolverControl
associated with each of those ResourceResolver
instances. It is the ResourceResolverControl
class that ensures all ResourceProvider
instances are properly closed together with the encompassing ResourceResolver
. As you close a particular ResourceResolver
, this is orchestrated by the relevant ResourceResolverFactory
The way I understand it, the relationships between those classes and their garbage collection implications aren't the reason we have to call ResourceResolver#close
. The design reflects the need to abstract away the different providers, some of which use resources calling for a cleanup.
QUESTION
When trying to save my list of reactionrole objects with pickle it gives me the error Command raised an exception: TypeError: cannot pickle 'TaskStepMethWrapper' object
.
I have not tried anything because I'm not sure what TaskStepMethWrapper is. Here's my code:
ANSWER
Answered 2020-Sep-01 at 11:37Turns out emoji_var[0] is an object. Simply using str()
to turn it into a string fixed this.
QUESTION
I am trying to get the first value of the next group in r to estimate a ratio. I have created a group based on the type column in my the df. Then estimated some influence factors using the sample position within the group. Finally, I am trying to estimate a ratio like this: RRF=response/(F1*first(response)+(F2*??????))
where the F1*first(response)
is the cal in the group but I don't know how to call the first value of the next group to finish the ratio. Can someone help with this? This is my code and my data:
ANSWER
Answered 2020-Aug-16 at 13:35I would use a self-join to get the first response
of the next group:
QUESTION
I am trying to code a problem solves B(2,1)
under LMI constraints.
R(2,1)=R0(2,1)+H(2,2)*B(2,1)
Vc is a scalar variable
It keeps getting
> "DCPError: Problem does not follow DCP rules." ...ANSWER
Answered 2020-May-01 at 16:25With @MichalAdamaszek 's help the next code works.
The problem was that CVXPY is not able to handle .real and .imag function inside the constraints.
So the manipulation needed was to break down the complex varibale B
into two real variables then combine them after the .solve
usingB=BR.value+1j*BI.value
The other mistake in the question was putting the constraint as LMI>=0
. For SDP LMI>>0
should be used.
The last thing was to use CVXOPT
solver instead the standardSCS
as it can't handle more than 2x2 matrices.
The code proves to be mathmatically correct as it always minimize the residual function
R(2,1)=R0(2,1)+H(2,2)*B(2,1)
print('The residule',abs(R0+np.matmul(H,B))) approaches 0 every run time.
The correct code:
QUESTION
ERROR 1148 (42000): The used command is not allowed with this MySQL version.
The above error appears when the load data query execute.
I was unable to detect what is wrong in the query.
Please help. Thanks.
Create table SQL
...ANSWER
Answered 2020-Mar-06 at 04:59ERROR 1148 (42000): The used command is not allowed with this MySQL version.
In general this means that secure_file_priv
server setting is disabled (set to NULL) or set to some definite directory (not empty string).
If it is disabled then LOAD DATA INFILE
is not available until this setting enabling (which needs server restart).
If it is set to some directory then loaded file must be posessed in this directory strongly.
load data local infile 'E:/insert/table1.RRF'
If E:
is local device/volume then LOCAL
makes no sense.
LOCAL
keyword means "copy remote file to local temporary folder before loading" - so it makes sense only for remote files.
It is applicable only if secure_file_priv
is enabled and set to empty string.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install RRF
You can use RRF like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
Support
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page