CausE | Code for the Recsys 2018 paper entitled Causal Embeddings | Machine Learning library

 by   criteo-research Python Version: Current License: Apache-2.0

kandi X-RAY | CausE Summary

kandi X-RAY | CausE Summary

CausE is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. CausE has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However CausE build file is not available. You can download it from GitHub.

Python code for the RecSys 2018 paper entitled 'Causal Embeddings for Recommendation' using Tensorflow. A pre-print version of the paper can be found here -
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            kandi-support Support

              CausE has a low active ecosystem.
              It has 213 star(s) with 47 fork(s). There are 13 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 1 have been closed. On average issues are closed in 5 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of CausE is current.

            kandi-Quality Quality

              CausE has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              CausE is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              CausE releases are not available. You will need to build from source code and install.
              CausE 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed CausE and discovered the below as its top functions. This is intended to give you an instant insight into CausE implemented functionality, and help decide if they suit your requirements.
            • Compute bootstraps
            • Generate bootstrap batches
            • Load a test dataset
            • Compute the correlation coefficient
            • Function to create a matrix of covariance matrix
            • Load TVielens 10
            • Loads a train dataset
            • Compute the regularization ID for a batch
            Get all kandi verified functions for this library.

            CausE Key Features

            No Key Features are available at this moment for CausE.

            CausE Examples and Code Snippets

            Find the root cause of a throwable .
            javadot img1Lines of Code : 8dot img1License : Permissive (MIT License)
            copy iconCopy
            public static Throwable findCauseUsingPlainJava(Throwable throwable) {
                    Objects.requireNonNull(throwable);
                    Throwable rootCause = throwable;
                    while (rootCause.getCause() != null) {
                        rootCause = rootCause.getCause();
                

            Community Discussions

            QUESTION

            Why do Switch and ListView controls in MAUI not update with 2-way binding?
            Asked 2022-Apr-11 at 09:33

            This question is about two MAUI controls (Switch and ListView) - I'm asking about them both in the same question as I'm expecting the root cause of the problem to be the same for both controls. It's entirely possible that they're different problems that just share some common symptoms though. (CollectionView has similar issues, but other confounding factors that make it trickier to demonstrate.)

            I'm using 2-way data binding in my MAUI app: changes to the data can either come directly from the user, or from a background polling task that checks whether the canonical data has been changed elsewhere. The problem I'm facing is that changes to the view model are not visually propagated to the Switch.IsToggled and ListView.SelectedItem properties, even though the controls do raise events showing that they've "noticed" the property changes. Other controls (e.g. Label and Checkbox) are visually updated, indicating that the view model notification is working fine and the UI itself is generally healthy.

            Build environment: Visual Studio 2022 17.2.0 preview 2.1
            App environment: Android, either emulator "Pixel 5 - API 30" or a real Pixel 6

            The sample code is all below, but the fundamental question is whether this a bug somewhere in my code (do I need to "tell" the controls to update themselves for some reason?) or possibly a bug in MAUI (in which case I should presumably report it)?

            Sample code

            The sample code below can be added directly a "File new project" MAUI app (with a name of "MauiPlayground" to use the same namespaces), or it's all available from my demo code repo. Each example is independent of the other - you can try just one. (Then update App.cs to set MainPage to the right example.)

            Both examples have a very simple situation: a control with two-way binding to a view-model, and a button that updates the view-model property (to simulate "the data has been modified elsewhere" in the real app). In both cases, the control remains unchanged visually.

            Note that I've specified {Binding ..., Mode=TwoWay} in both cases, even though that's the default for those properties, just to be super-clear that that isn't the problem.

            The ViewModelBase code is shared by both examples, and is simply a convenient way of raising INotifyPropertyChanged.PropertyChanged without any extra dependencies:

            ViewModelBase.cs:

            ...

            ANSWER

            Answered 2022-Apr-09 at 18:07

            These both may be bugs with the currently released version of MAUI.

            This bug was recently posted and there is already a fix for the Switch to address this issue.

            Source https://stackoverflow.com/questions/71810199

            QUESTION

            psql: error: connection to server on socket "/tmp/.s.PGSQL.5432" failed: No such file or directory
            Asked 2022-Apr-04 at 15:46

            Not really sure what caused this but most likely exiting the terminal while my rails server which was connected to PostgreSQL database was closed (not a good practice I know but lesson learned!)

            I've already tried the following:

            1. Rebooting my machine (using MBA M1 2020)
            2. Restarting PostgreSQL using homebrew brew services restart postgresql
            3. Re-installing PostgreSQL using Homebrew
            4. Updating PostgreSQL using Homebrew
            5. I also tried following this link but when I run cd Library/Application\ Support/Postgres terminal tells me Postgres folder doesn't exist, so I'm kind of lost already. Although I have a feeling that deleting postmaster.pid would really fix my issue. Any help would be appreciated!
            ...

            ANSWER

            Answered 2022-Jan-13 at 15:19
            Resetting PostgreSQL

            My original answer only included the troubleshooting steps below, and a workaround. I now decided to properly fix it via brute force by removing all clusters and reinstalling, since I didn't have any data there to keep. It was something along these lines, on my Ubuntu 21.04 system:

            Source https://stackoverflow.com/questions/69754628

            QUESTION

            Build was configured to prefer settings repositories over project repositories but repository 'maven' was added by build file 'build.gradle'
            Asked 2022-Apr-04 at 13:12

            I want to add jitpack.io as a repository in my gradle file. This is my gradle root file:

            ...

            ANSWER

            Answered 2021-Sep-16 at 11:02

            Android introduced a new way to define repositories.

            Remove the dependencyResolutionManagement block from the setting.gradle file to have your project work the old way.

            Source https://stackoverflow.com/questions/69163511

            QUESTION

            Why is `np.sum(range(N))` very slow?
            Asked 2022-Mar-29 at 14:31

            I saw a video about speed of loops in python, where it was explained that doing sum(range(N)) is much faster than manually looping through range and adding the variables together, since the former runs in C due to built-in functions being used, while in the latter the summation is done in (slow) python. I was curious what happens when adding numpy to the mix. As I expected np.sum(np.arange(N)) is the fastest, but sum(np.arange(N)) and np.sum(range(N)) are even slower than doing the naive for loop.

            Why is this?

            Here's the script I used to test, some comments about the supposed cause of slowing done where I know (taken mostly from the video) and the results I got on my machine (python 3.10.0, numpy 1.21.2):

            updated script:

            ...

            ANSWER

            Answered 2021-Oct-16 at 17:42

            From the cpython source code for sum sum initially seems to attempt a fast path that assumes all inputs are the same type. If that fails it will just iterate:

            Source https://stackoverflow.com/questions/69584027

            QUESTION

            Selenium-chromedriver: Cannot construct KeyEvent from non-typeable key
            Asked 2022-Mar-25 at 12:17

            I updated my Chrome and Chromedriver to the latest version yesterday, and since then I get the following error messages when running my Cucumber features:

            ...

            ANSWER

            Answered 2022-Feb-03 at 08:25

            It seems something has changed in the new version of ChromeDriver and it is no longer possible to send some special chars directly using send_keys method.

            In this link you will see how it is solved (in C#) --> Selenium - SendKeys("@") write an "à"

            And regarding python implementation, check this out --> https://www.geeksforgeeks.org/special-keys-in-selenium-python/

            Specifically, my implementation was (using MAC):

            Source https://stackoverflow.com/questions/70967207

            QUESTION

            Springboot 2.6.0 / Spring fox 3 - Failed to start bean 'documentationPluginsBootstrapper'
            Asked 2022-Mar-25 at 06:14

            I'm trying to initiate a Springboot project using Open Jdk 15, Springboot 2.6.0, Springfox 3. We are working on a project that replaced Netty as the webserver and used Jetty instead because we do not need a non-blocking environment.

            In the code we depend primarily on Reactor API (Flux, Mono), so we can not remove org.springframework.boot:spring-boot-starter-webflux dependencies.

            I replicated the problem that we have in a new project.: https://github.com/jvacaq/spring-fox.

            I figured out that these lines in our build.gradle file are the origin of the problem.

            ...

            ANSWER

            Answered 2022-Feb-08 at 12:36

            This problem's caused by a bug in Springfox. It's making an assumption about how Spring MVC is set up that doesn't always hold true. Specifically, it's assuming that MVC's path matching will use the Ant-based path matcher and not the PathPattern-based matcher. PathPattern-based matching has been an option for some time now and is the default as of Spring Boot 2.6.

            As described in Spring Boot 2.6's release notes, you can restore the configuration that Springfox assumes will be used by setting spring.mvc.pathmatch.matching-strategy to ant-path-matcher in your application.properties file. Note that this will only work if you are not using Spring Boot's Actuator. The Actuator always uses PathPattern-based parsing, irrespective of the configured matching-strategy. A change to Springfox will be required if you want to use it with the Actuator in Spring Boot 2.6 and later.

            Source https://stackoverflow.com/questions/70036953

            QUESTION

            Consider using the "jsdom" test environment
            Asked 2022-Mar-23 at 20:23

            I have this simple test:

            ...

            ANSWER

            Answered 2021-Oct-25 at 05:17

            In your package.json, or jest.config.js/jest.config.js, change the value of the testEnvironment property to jsdom.

            Package.json

            Source https://stackoverflow.com/questions/69227566

            QUESTION

            IntelliJ - Invalid source release: 17
            Asked 2022-Mar-17 at 13:46

            I've created a new Java project in IntelliJ with Gradle that uses Java 17. When running my app it has the error Cause: error: invalid source release: 17.

            My Settings

            I've installed openjdk-17 through IntelliJ and set it as my Project SDK.

            The Project language level has been set to 17 - Sealed types, always-strict floating-point semantics.

            In Modules -> Sources I've set the Language level to Project default (17 - Sealed types, always strict floating-point semantics).

            In Modules -> Dependencies I've set the Module SDK to Project SDK openjdk-17.

            In Settings -> Build, Execution, Deployment -> Compiler -> Java Compiler I've set the Project bytecode version to 17.

            Gradle

            ...

            ANSWER

            Answered 2021-Oct-24 at 14:23

            The message typically entails that your JAVA_HOME environment variable points to a different Java version.

            Here are the steps to follow:

            • Close IntelliJ IDEA
            • Open a terminal window and check your JAVA_HOME variable value:
              • *nix system: echo $JAVA_HOME
              • Windows system: echo %JAVA_HOME%
            • The JAVA_HOME path should be pointing to a different path, then set it to the openjdk-17 path:
              • *nix system: export JAVA_HOME=/path/to/openjdk-17
              • Windows system: set JAVA_HOME=path\to\openjdk-17
            • Open your project again in IntelliJ IDEA
            • Make sure to set both source and target compatibility versions (not only the sourceCompatibility)

            You should be able to build your project.

            EDIT: Gradle Toolchain

            You may need also to instruct Gradle to use a different JVM than the one it uses itself by setting the Java plugin toolchain to your target version:

            Source https://stackoverflow.com/questions/69696321

            QUESTION

            Unable to load class AndroidComponentsExtension after upgrading the Android Gradle Plugin 7.1
            Asked 2022-Mar-07 at 20:34

            I recently downloaded Android Studio Bumblebee and it helpfully asked whether I wanted to upgrade to Android Gradle Plugin 7.1.0, the version that shipped alongside Android Studio Bumblebee.

            After upgrading, I get a build error:

            ...

            ANSWER

            Answered 2022-Feb-11 at 04:05

            Updating Navigation Safe Args

            These lines are the important ones to look at:

            Source https://stackoverflow.com/questions/70857476

            QUESTION

            Repeatedly removing the maximum average subarray
            Asked 2022-Feb-28 at 18:19

            I have an array of positive integers. For example:

            ...

            ANSWER

            Answered 2022-Feb-27 at 22:44

            This problem has a fun O(n) solution.

            If you draw a graph of cumulative sum vs index, then:

            The average value in the subarray between any two indexes is the slope of the line between those points on the graph.

            The first highest-average-prefix will end at the point that makes the highest angle from 0. The next highest-average-prefix must then have a smaller average, and it will end at the point that makes the highest angle from the first ending. Continuing to the end of the array, we find that...

            These segments of highest average are exactly the segments in the upper convex hull of the cumulative sum graph.

            Find these segments using the monotone chain algorithm. Since the points are already sorted, it takes O(n) time.

            Source https://stackoverflow.com/questions/71287550

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

            Vulnerabilities

            No vulnerabilities reported

            Install CausE

            You can download it from GitHub.
            You can use CausE 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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            https://github.com/criteo-research/CausE.git

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            gh repo clone criteo-research/CausE

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            git@github.com:criteo-research/CausE.git

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