RME | Regularizing Matrix Factorization with User and Item | Recommender System library

 by   thanhdtran Python Version: Current License: No License

kandi X-RAY | RME Summary

kandi X-RAY | RME Summary

RME is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Recommender System applications. RME has no bugs, it has no vulnerabilities and it has low support. However RME build file is not available. You can download it from GitHub.

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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            kandi-support Support

              RME has a low active ecosystem.
              It has 39 star(s) with 19 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 3 have been closed. On average issues are closed in 342 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of RME is current.

            kandi-Quality Quality

              RME has 0 bugs and 0 code smells.

            kandi-Security Security

              RME has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              RME code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              RME does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              RME releases are not available. You will need to build from source code and install.
              RME has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              RME saves you 1028 person hours of effort in developing the same functionality from scratch.
              It has 2333 lines of code, 121 functions and 17 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed RME and discovered the below as its top functions. This is intended to give you an instant insight into RME implemented functionality, and help decide if they suit your requirements.
            • 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
            Get all kandi verified functions for this library.

            RME Key Features

            No Key Features are available at this moment for RME.

            RME Examples and Code Snippets

            No Code Snippets are available at this moment for RME.

            Community Discussions

            QUESTION

            e2e tsconfig types not found: error TS2304: Cannot find name 'browser'
            Asked 2021-Feb-16 at 10:26

            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 setup

            The project is setup with notably the following files:

            ...

            ANSWER

            Answered 2021-Feb-16 at 10:26

            You can run tsnode in your wdio.conf file. Also in your jasmine options you should require tsconfig-paths instead:

            Source https://stackoverflow.com/questions/66123126

            QUESTION

            Remove \r from last of array value in javascript
            Asked 2020-Dec-09 at 14:29

            I want to remove \r from last of the array value.

            ...

            ANSWER

            Answered 2020-Dec-09 at 14:27
            1. Do not escape
            2. Why await?
            3. Use \r$ (end) instead of ^\r (begin)
            4. or trim/trimEnd

            RegExp

            Source https://stackoverflow.com/questions/65218620

            QUESTION

            Java RuntimeException catching multiple catch blocks
            Asked 2020-Aug-25 at 06:43

            I have the following code

            `

            ...

            ANSWER

            Answered 2020-Aug-25 at 06:30

            If 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).

            Source https://stackoverflow.com/questions/63573044

            QUESTION

            TTeeGrid is not displaying the data at runtime using data from REST
            Asked 2020-Jul-16 at 11:08

            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 11:08

            I've never used the TeeGrid before, but the following worked fine first time for me in Delphi Tokyo:

            1. Download the TeeGrid trial from Steema.Com & install.

            2. Create new multi-device app and place a TeeGrid and a FDMemTable on the form.

            3. 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.

            4. 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.

            Source https://stackoverflow.com/questions/62925436

            QUESTION

            Take the last column of a query and make the results comma separated in 1 column
            Asked 2020-Jun-09 at 11:38

            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 10:19

            You 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.

            Source https://stackoverflow.com/questions/62279167

            QUESTION

            "&" operator is not defined for string select from .. and type datarowview
            Asked 2020-May-06 at 00:56

            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 00:56

            Yo 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:

            Source https://stackoverflow.com/questions/61625248

            QUESTION

            AWS IoT Core connection refused with authenticated Cognito user w/ attached policy [MQTT over WSS]
            Asked 2020-Apr-22 at 08:18

            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 12:19

            So there is one policy missing. That policy has to attach to each user that is iot:AttachPrincipalPolicy

            Source https://stackoverflow.com/questions/51184006

            QUESTION

            Access DBGrid1.Columns[1].Title.Caption from another Form
            Asked 2020-Feb-25 at 12:27

            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 07:36

            Probably, 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:

            Source https://stackoverflow.com/questions/60389373

            QUESTION

            Bootstrap 4: How can I change the color of checkbox ? Simple way
            Asked 2020-Feb-13 at 01:51

            ...

            ANSWER

            Answered 2020-Feb-12 at 22:43

            Saoud, 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.

            Source https://stackoverflow.com/questions/60196212

            QUESTION

            Python - Is Base64 data a valid image?
            Asked 2020-Feb-12 at 21:02

            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 21:02

            The 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.

            Source https://stackoverflow.com/questions/60186924

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install RME

            You can download it from GitHub.
            You can use RME 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

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            gh repo clone thanhdtran/RME

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