recoder | Large scale training of factorization models | Recommender System library

 by   amoussawi Python Version: v0.4.0 License: MIT

kandi X-RAY | recoder Summary

kandi X-RAY | recoder Summary

recoder is a Python library typically used in Artificial Intelligence, Recommender System, Deep Learning, Pytorch applications. recoder has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install recoder' or download it from GitHub, PyPI.

Recoder is a fast implementation for training collaborative filtering latent factor models with mini-batch based negative sampling following recent work:. Recoder contains two implementations of factorization models: Autoencoder and Matrix Factorization. Check out the Documentation and the Tutorial.
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            kandi-support Support

              recoder has a low active ecosystem.
              It has 50 star(s) with 5 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 0 open issues and 6 have been closed. On average issues are closed in 194 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of recoder is v0.4.0

            kandi-Quality Quality

              recoder has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              recoder is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              recoder releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              recoder saves you 795 person hours of effort in developing the same functionality from scratch.
              It has 1828 lines of code, 127 functions and 26 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed recoder and discovered the below as its top functions. This is intended to give you an instant insight into recoder implemented functionality, and help decide if they suit your requirements.
            • Train the model
            • Compute the loss between two tensors
            • Validate the model
            • Evaluate the model
            • Convert a pandas dataframe into a CSR matrix
            • Splits train test data into training data
            • Compute the embedding
            • Apply activation function
            • Return a list of recommendations for each user
            • Collate a list of users interactions
            • Calculate predictions for a set of users interactions
            • Compute the forward layer
            • Filters out the triplets that have been clicked
            • Get the number of playcount by id
            • Build the index
            • Build an index
            • Compute the MSE loss
            • Apply a reduction to x
            • Compute the loss function
            • Return a pandas dataframe
            • Recommend a list of users
            • Compute recommendations for a single item
            • Compute the score for each item in the pool
            Get all kandi verified functions for this library.

            recoder Key Features

            No Key Features are available at this moment for recoder.

            recoder Examples and Code Snippets

            Citing
            Pythondot img1Lines of Code : 8dot img1License : Permissive (MIT)
            copy iconCopy
            @inproceedings{recoder,
              author = {Moussawi, Abdallah},
              title = {Towards Large Scale Training Of Autoencoders For Collaborative Filtering},
              booktitle = {Proceedings of Late-Breaking Results track part of the Twelfth ACM Conference on Recommender  
            Installation
            Pythondot img2Lines of Code : 1dot img2License : Permissive (MIT)
            copy iconCopy
            pip install -U recsys-recoder
              

            Community Discussions

            QUESTION

            Split string with defined and undefined character
            Asked 2021-Apr-16 at 18:57

            I have a text file which looks like

            ...

            ANSWER

            Answered 2021-Apr-16 at 17:04

            You can try to use the regex: \n[<>]\s as follows:

            [<>] is just like your s1, and \s is your s2.

            Explanation:

            \n to match \n

            [<>] character class to match either < or >

            \s to match also the trailing space so that the extracted strings have no extra spaces

            Source https://stackoverflow.com/questions/67129257

            QUESTION

            Tkinter repeat process, with next button
            Asked 2021-Mar-24 at 08:16

            i want to build simple tkinter, the GUI will display a text and user need to read the text and save the audio. my code currently works but the process not repeatable, my target when user press "NEXT" button the process will repeat the process... and when user press the "END" button process will stop. is there anywhere how to done it?

            ...

            ANSWER

            Answered 2021-Mar-24 at 08:16

            I would suggest you wrap this in a function:

            Source https://stackoverflow.com/questions/66758877

            QUESTION

            How to check for missing values as a condition for a function
            Asked 2020-Oct-31 at 12:50

            can anyone help me fix this condition
            I have a column in my dataframe that I want to recode into different values. I just started with Pandas and i'm a bit more confident with functions so I want to use a function that I can map/apply on that column. Most of the script is working as intended. but I can't seem to find the right syntax for the missing value check in this function.

            ...

            ANSWER

            Answered 2020-Oct-31 at 12:42

            You most likely want these lines to be:

            Source https://stackoverflow.com/questions/64621754

            QUESTION

            How to repair Corrupted Mp4 file generated by MediaMuxer?
            Asked 2020-Oct-13 at 12:02

            I used MediaMuxer and MediaCodec to generate a mp4 video.

            The video is playble after I call mMediaMuxer.stop()

            However, when the user quit the app before I get the change to call the stop() method, I am left with a big mp4 file that is not playable.

            Is there anyway to repair this mp4 file to make it playable?

            Edit

            Here is one example of a corrupted mp4 file

            And I was able to repair the file using this online tool but this tool asked to upload a non-corrupted video as reference.

            Here is the non-corrupted mp4 video that I used as reference. When I uploaded this video, the tool repaired my broken mp4 file.

            So it is possible to repair the file but how did they do it?

            If useful, here is the code I used to generate both corrupted and non corrupted

            ...

            ANSWER

            Answered 2020-Oct-13 at 12:02

            In general MP4 is not a good recording format. Usually the sample table is kept in memory and written on close. So in case of a power loss or an application bug - you loose the recording. Use a MPEG-2 Transport Stream or a fragmented MP4 then most of the written media remains playable. Most likely your file will contains just a MP4 'ftyp' and 'mdat' atom with the audio and video interleaved. With some educated guessing and knowledge about the video stream - there is chance to extract audio and video. https://fix.video seems to do it.

            Source https://stackoverflow.com/questions/64297338

            QUESTION

            Connection to node -1 could not be established. Broker may not be available. Windows and WSL
            Asked 2020-Sep-16 at 18:58

            I'm following a super simple tutorial with minimal config edits. When I try to create a producer in a Java app it cannot find the broker. However when I set up a console producer I can produce and consume via the same broker.

            Here is my setup.
            server.proerties:

            ...

            ANSWER

            Answered 2020-Sep-16 at 18:58

            WSL2 runs on a separate network adapter

            Since Kafka can run in Windows, you should do that. Or run your Java code from WSL2.

            Source https://stackoverflow.com/questions/63925700

            QUESTION

            Function tone and IRremote
            Asked 2020-Jul-10 at 12:15

            I'm trying to create a program with the IR recoder and a speaker. The objetive is to play a note when I touch a number on the remote control, but i have a problem. I was looking at the code and the problem is in the function tone, but i don´t know why.

            Problem: Tone.cpp.o (symbol from plugin): In function `timer0_pin_port':

            (.text+0x0): multiple definition of `__vector_7'

            libraries\IRremote\IRremote.cpp.o (symbol from plugin):(.text+0x0): first defined here

            collect2.exe: error: ld returned 1 exit status

            exit status 1

            ...

            ANSWER

            Answered 2020-Jul-10 at 12:15

            You can use a different timer for the IRRemote library in

            Arduino\libraries\IRremote\boarddefs.h

            by changing the comments around line 190

            Source https://stackoverflow.com/questions/62832918

            QUESTION

            how selenium select the option from dropdown list when there have no options
            Asked 2019-Dec-05 at 04:20

            i am trying to use python+selenium to get the dropdown list options, but I found there have no options in the source code and the elements. so I do see the options from my browser, like this

            but when I inspect it, i only found this

            I just want selenium could hlep me click the the options, and i also record that, the recoders using xpath method to find the element , but now it cannot found it ,

            ...

            ANSWER

            Answered 2019-Dec-04 at 16:04

            Because what you are observing is only looking like option and behaving like option. However it is implemented using table, divs, CSS and JavaScript. So that you have to deal with those options like with regular WebElements.

            Source https://stackoverflow.com/questions/59179446

            QUESTION

            Qt inheritance and classes constructors confusion
            Asked 2019-Sep-12 at 07:56

            I am a bit new to Qt C++ and I think there is a small thing I'm missing but can't figure what is it.

            I am trying to make a simple Qt C++ application just to get familiar with it, but I face some problem, First, I have the votor class, which is the main application class, and another class which is called recorder, which will be used inside the main votor class. For simplicity, I omitted un-related parts, Here are the files:

            votor.h

            ...

            ANSWER

            Answered 2019-Sep-12 at 07:56

            About question #1: as rightfully suggested in comments, a proper constructor for a QObject-derived class would have a nullptr default argument:

            Source https://stackoverflow.com/questions/57878939

            QUESTION

            What is the exception handling when the view's variable is "Undefined variable" in the laravel?
            Asked 2019-Jun-14 at 14:42

            I'll call the translationRecord as an Ajax when I need it will be called. However, an error occurs before the request because there is no value. That's why I want to know how to make an exception.

            ...

            ANSWER

            Answered 2019-Jun-14 at 14:42

            I think $.ajax is a little overpowered. $.post will do just fine

            Source https://stackoverflow.com/questions/56448648

            QUESTION

            How do I send data requested by ajax back to the controller?
            Asked 2019-Jun-06 at 03:58

            I already received the data in ajax and then I used that jquery to add that data to the blade template.

            ...

            ANSWER

            Answered 2019-Jun-05 at 13:11

            Hi please use onclick function in button.

            Source https://stackoverflow.com/questions/56460974

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

            Vulnerabilities

            No vulnerabilities reported

            Install recoder

            Recommended to use python 3.8. Python 2 is not supported.

            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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