RME | Regularizing Matrix Factorization with User and Item | Recommender System library
kandi X-RAY | RME Summary
kandi X-RAY | RME Summary
This repo contains source code for our paper: "Regularizing Matrix Factorization with User and Item Embeddings for Recommendation" published in CIKM 2018. We implemented using multi-threads, so it is very fast to run with big datasets.
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Top functions reviewed by kandi - BETA
- Estimate model parameters
- Saves the cofacto_k
- Update the bias terms
- Update the model
- Calculate normalized DDCG
- Wrapper for NDCG
- Project Factor update
- Get the row at index i
- Solve a batch of parameters
- R Solve the linear basis
- Calculates the rank of each user
- Calculate normalized DCG
- Calculate the precision for each user
- Compute mean perc rank
- Computes the map for each user_at_k
- Solve a factor
- Solve the linear equation
- Calculates recall at least k
- Performs map_at_at_at_k
- Wrapper for parallel recall_at
- Solve the bias matrix
- Intercept Update worker
- Embedding function
- Bias update function
- Solve the weighted cofactor
- Update the user factor update
RME Key Features
RME Examples and Code Snippets
Community Discussions
Trending Discussions on RME
QUESTION
I'm trying to setup an example angular project using a simple webdrioverio e2e test, but run into some compilation errors for my e2e test.
tsconfig setupThe project is setup with notably the following files:
...ANSWER
Answered 2021-Feb-16 at 10:26You can run tsnode in your wdio.conf file. Also in your jasmine options you should require tsconfig-paths instead:
QUESTION
I want to remove \r from last of the array value.
...ANSWER
Answered 2020-Dec-09 at 14:27- Do not escape
- Why await?
- Use
\r$
(end) instead of^\r
(begin) - or trim/trimEnd
RegExp
QUESTION
I have the following code
`
...ANSWER
Answered 2020-Aug-25 at 06:30If you catch an exception just to throw it further, it makes no sense of catching it in first instance. That is the problem in your example, don't throw the exception in the catch block, just handle it(log a message or something).
QUESTION
I created a simple RME for TTeeGrid, a descendant perhaps of TGrid in Firemonkey. As shown below, the data are displayed at design time but not at runtime except the headers.
I've been breaking my head over this for weeks already but not luck.
Let me know if you need more details but what you see in the image are all you get.
I just need help to have the data displayed at runtime as shown in the design time.
UPDATE 1
This issue is not the case with TPrototypeBindSource. The data shown in the design time are displayed at runtime. Something is wrong somewhere.
...ANSWER
Answered 2020-Jul-16 at 11:08I've never used the TeeGrid before, but the following worked fine first time for me in Delphi Tokyo:
Download the TeeGrid trial from Steema.Com & install.
Create new multi-device app and place a TeeGrid and a FDMemTable on the form.
Load FDMemTable1 with the file Parts.Fds from the Delphi samples Data directory. Note, I did not then create any FieldDefs as I mentioned in my comment earlier as what I'm describing works without them.
Set the DataSource property of TeeGrid1 to FDMemTable1. TeeGrid1 immediately creates columns for each of the Parts fields and populates them with data - see screenshot below. I don't ordinarily include screenshots but in this case thought I would as what I got was so clearly at odds with what you've reported.
Your TeeGrid etc are obviously more complicated than mine. so the best I can suggest is that you backtrack to step 2 and see if you can replicate my result with your data (either at design time or run time). It might be worth loading your FDMemTable with some data at design time, as my impression is that live bindings is less grief-prone when the datasource has some data.
Incidentally, fwiw the results of my own attempts to set up live bindings even with a regular TGrid have been rather patchy, until I discovered that instead of messing with the LB components myself, simply starting with a fresh TGrid, right-clicking on it and leaving the Live Bindings Wizard to do its stuff consistently works fine.
QUESTION
I have a SQL Server (2018) Query where the last column (SP.name
) can have multiple values , thus creating duplicate lines. I would like to take the results of that last column and drop all results into 1 field, comma separated.
For example, if the output of the query below is (you will see that one has Field Trip and the other birthday).
...ANSWER
Answered 2020-Jun-09 at 10:19You need to do a self join of the following tables: CustContacts, Addresses and SalesPrograms on some or all these columns: CC.FirstName, CC.LastName, CC.Email, Addresses.City, Addresses.State, Addresses.Postal, SP.Name. Next, you will need to concatenate these 3 values: SP.Name, ', ', SP1.Name. This is assuming you have SalesPrograms AS SP and SalesPrograms AS SP1 in your self join.
QUESTION
i tried retrieving data from database to textboxes and comboboxes but i get "&" operator is not defined for select from .. and datagridview it only works without the and sql statement
...ANSWER
Answered 2020-May-06 at 00:56Yo have clearly bound a DataTable
to your ComboBoxes
, which means that every item is a DataRowView
, which means that the SelectedItem
is a DataRowView
, hence the error message when you try to concatenate the SelectedItem
here:
QUESTION
There have been similar questions to this before, and I have searched plenty, although the answers I have found haven't helped me solve the problem.
I am trying to connect to AWS's MQTT broker for my IoT device, I am using MQTT over Web Sockets through AWS Amplify's PubSub library. The authentication is also handled through Amplify (and yes, the user is successfully authenticated). When I try to connect it is immediately closed with the error message:
errorCode: 8, errorMessage: AMQJS0008I Socket closed.
I have setup both an IAM role for the identity pool, and attached an IoT policy to the authenticated user (with the identity ID retrieved from Amplify).
Command used for attaching policy:
...ANSWER
Answered 2018-Jul-06 at 12:19So there is one policy missing. That policy has to attach to each user that is iot:AttachPrincipalPolicy
QUESTION
I am trying to access the Caption
of the dbgrid.field from another form.
I am using MDI here and both forms are MDIChildren.
I tried to execute the following ShowMessage
from another form but it caused an access violation:
ANSWER
Answered 2020-Feb-25 at 07:36Probably, one of the objects is not assigned, I suspect it could be the Columns[1]
(note that the Columns
collection is zero based index, so the first column is Columns[0]
)
Try this:
QUESTION
ANSWER
Answered 2020-Feb-12 at 22:43Saoud, have you checked this tutorial on W3Schools?
You have many options to do this. Also, some frameworks have their own styles for checkboxes.
Examples:
Mainly what you do in these cases is override the default behavior and appearance of checkboxes and use images or colors.
QUESTION
I am using Python and I have a base64 string.
I want to know that if the base64 data I have received is a image and not any other file (eg. PDF, DOCX) whose extension is changed to image extension.
Example:
...ANSWER
Answered 2020-Feb-12 at 21:02The PNG format has a fixed header that consists of the 8 bytes 89 50 4e 47 0d 0a 1a 0a
which, when converted to base64, look like this:
iVBORw0KGgo=
As you can see, it ends with a padding character "=", which will not be there in a real base64 representation of an image, and instead of "o" there could be a different character depending on the bytes after the header.
So you can easily recognize a base64 encoded PNG by comparing the first characters of the base64 string with
iVBORw0KGg
This principle works for all file formats that have a fixed header.
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