recoder | Large scale training of factorization models | Recommender System library
kandi X-RAY | recoder Summary
kandi X-RAY | recoder Summary
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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Top functions reviewed by kandi - BETA
- 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
recoder Key Features
recoder Examples and Code Snippets
@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
Community Discussions
Trending Discussions on recoder
QUESTION
I have a text file which looks like
...ANSWER
Answered 2021-Apr-16 at 17:04You 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
QUESTION
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 08:16I would suggest you wrap this in a function:
QUESTION
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 12:42You most likely want these lines to be:
QUESTION
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?
EditHere 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 12:02In 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.
QUESTION
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 18:58WSL2 runs on a separate network adapter
Since Kafka can run in Windows, you should do that. Or run your Java code from WSL2.
QUESTION
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 12:15You can use a different timer for the IRRemote library in
Arduino\libraries\IRremote\boarddefs.h
by changing the comments around line 190
QUESTION
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 16:04Because what you are observing is only looking like option and behaving like option. However it is implemented using table
, div
s, CSS
and JavaScript
. So that you have to deal with those options like with regular WebElement
s.
QUESTION
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 07:56About question #1: as rightfully suggested in comments, a proper constructor for a QObject
-derived class would have a nullptr
default argument:
QUESTION
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 14:42I think $.ajax is a little overpowered. $.post will do just fine
QUESTION
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 13:11Hi please use onclick function in button.
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