mammoth | Continual Learning Framework based on Pytorch - official | Machine Learning library

 by   aimagelab Python Version: neurips2020 License: MIT

kandi X-RAY | mammoth Summary

kandi X-RAY | mammoth Summary

mammoth is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. mammoth has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Official repository of Dark Experience for General Continual Learning: a Strong, Simple Baseline.
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            kandi-support Support

              mammoth has a low active ecosystem.
              It has 300 star(s) with 53 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 5 open issues and 16 have been closed. On average issues are closed in 8 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of mammoth is neurips2020

            kandi-Quality Quality

              mammoth has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              mammoth 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

              mammoth releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed mammoth and discovered the below as its top functions. This is intended to give you an instant insight into mammoth implemented functionality, and help decide if they suit your requirements.
            • Evaluate the model
            • Set this object to the given device
            • Backward computation
            • Update logits
            • Start training task
            • Print progress
            • Create a progress bar
            • Observation function
            • Update the logits
            • Add data to the model
            • End a task
            • Observe the loss function
            • Estimate the predictive distribution
            • Add examples to the buffer
            • Make dp using scontrol show
            • Start a new task
            • Observation function
            • Estimate the gradient of the model
            • Parse command line arguments
            • End the training
            • Ends the training
            • Compute the contrast of the given features
            • Estimate the model
            • Observation loss
            • Forward convolutional layer
            • Evaluate training
            Get all kandi verified functions for this library.

            mammoth Key Features

            No Key Features are available at this moment for mammoth.

            mammoth Examples and Code Snippets

            Explanation
            Javadot img1Lines of Code : 86dot img1no licencesLicense : No License
            copy iconCopy
            public interface State {
            
              void onEnterState();
            
              void observe();
            }
            
            @Slf4j
            public class PeacefulState implements State {
            
              private final Mammoth mammoth;
            
              public PeacefulState(Mammoth mammoth) {
                this.mammoth = mammoth;
              }
            
              @Override
              pu  
            time passes .
            javadot img2Lines of Code : 7dot img2License : Non-SPDX
            copy iconCopy
            public void timePasses() {
                if (state.getClass().equals(PeacefulState.class)) {
                  changeStateTo(new AngryState(this));
                } else {
                  changeStateTo(new PeacefulState(this));
                }
              }  

            Community Discussions

            QUESTION

            In Electron, how can I securely build my renderer script out of multiple modules?
            Asked 2022-Mar-21 at 12:54

            I understand why it's a best practice not to expose Node or Electron's full API in renderer processes. And I understand how to expose only a necessary subset of these APIs using preload scripts.

            But what I don't understand is how to write the renderer logic using this model.

            My main BrowswerWindow's renderer.js script will have to contain pretty much all of the UI logic, listening for all of the window events and modifying the page's DOM accordingly.

            Ordinarily, I'd want to build this mammoth script in a modular way, but Electron's isolated context means that Node's module system won't be available. The Electron docs suggest that a packaging tool such as webpack or parcel might be the solution. But no examples are provided.

            (And I note that in the source code for VSCode and Electron's own Fiddle application, they seem to just shrug their shoulders and enable Node integration.)

            But in the ideal case, how is this actually meant to work?

            For example, every time I want to test-run the app, should I have a script to minify all of my src content into 3 scripts - main.min.js, rederer.min.js, and preload.min.js? Put those in, say, an app directory? Then copy over my static content before running electron from there?

            Is that the idea, or is there something I'm not getting?

            ...

            ANSWER

            Answered 2022-Mar-21 at 12:54

            You do not need to use webpack or parcel to build a secure Electron application. Those are used to bundle your code, not secure it.

            It is hard to find good, best practice design documentation for Electron. As you have already discovered, the recommendation of setting nodeIntegration to false without implementing it themselves can be confusing.

            nodeIntegration can be set to true if you do not load any remote content in your render. Ref: Do not enable Node.js integration for remote content. I just always set mine to false and utilise my preload.js script to communicate / transfer data between the main and render processes.

            Regarding "how to write the renderer logic using this model", when you take a step back and look at the wider picture it will hopefully become clearer.

            You must think of Electron in processes (though I tend to use the term threads). The main process and the render process.

            As you know, you use IPC to communicate between processes. Within the main and render processes, you can use events. The issue of modules becoming tightly coupled is removed when using Node's events with your main process.

            Now, the preload.js script...

            I see many people trying to directly access concrete implementations hardcoded into their preload.js script(s). This can become very complicated and very confusing in a short space of time.

            I take a very different approach. I only use one preload.js script for my entire project. The purpose of my preload script is not to define / implement concrete models, but instead to use the preload.js script purely as a channel of communication. IE: Channel names (and optional data) to send "events" back and forth between the main process and render process(es). Let scripts in your main process handle the concrete Electron / Node implementations and scripts in your render process handle html interactivity.

            Main Process

            The main process contains Electron's core and Node.js

            You can split your code up into logical chunks and import them using Node's require function. Remembering that once they are called, they are cached. They also effectively have their own scope which is great.

            To easy the burden of trying to work out paths, just use Node's path.join(...) module.

            Use Node's events to communicate between your application modules.

            Use Electron's ipcMain.on(...) and ipcMain.handle(...) to listen for IPC events from the render process and contents.send(...) to send IPC events to your specific render process.

            Render Process

            The render process(es) contain your html view(s), Javascript to make your html view(s) interactive and of course, the html view(s) associated CSS.

            Use ES6 modules here to separate your code. import them into your html Javascript file, remembering to only export your publicly available functions.

            You can reference all paths as relative paths. Any build tools you may use should be able to handle this when setup correctly.

            Use Electron's ipcRender.on(...) to listen for IPC events from the main process and ipcRender.send(...) and ipcRender.invoke(...) to send IPC events to the main process.

            To use these above commands easily, setup your preload.js script like so.

            preload.js (main process)

            Source https://stackoverflow.com/questions/71547950

            QUESTION

            Return a promise in a node.js module
            Asked 2022-Feb-17 at 21:12

            I want to return the data once it has been processed by convertToHtml, but it just return the data before the converting process is over. Any suggestions on how to implement it?

            ...

            ANSWER

            Answered 2022-Feb-16 at 00:02

            You don't need .then when you are using async/await. async/await is just a neat replacement for promises, you shouldn't use them together

            Source https://stackoverflow.com/questions/71134714

            QUESTION

            How can I write a python program, which prints out all the substrings which are at least three characters long?
            Asked 2022-Feb-05 at 10:32

            I need to write program, which prints out all the substrings which are at least three characters long, and which begin with the character specified by the user. Here is an example how it should work:

            ...

            ANSWER

            Answered 2021-Oct-26 at 10:06

            you just started an infinite while loop and stopped at first match

            you can modify it to :

            Source https://stackoverflow.com/questions/69721060

            QUESTION

            how can i parse this file in c
            Asked 2021-Nov-03 at 19:56

            how can split the word from its meaning 1. mammoth: large

            My code:

            ...

            ANSWER

            Answered 2021-Nov-01 at 04:53

            Assuming the word and the meaning do not contain digits and dots, my approach is the following:

            • First, split the input line on the digits and dots into the tokens which have the form as word: meaning.
            • Next separate each token on the colon character.
            • As a finish up, remove the leading and trailing blank characters.

            Source https://stackoverflow.com/questions/69789041

            QUESTION

            Mammoth/Angular ERROR Error: Could not find file in options when converting docx
            Asked 2021-Oct-01 at 20:24

            It's probably a stupid question but i'm using mammoth to convert docx files to html in Angular (10). I'm choosing the file through an input and converting it to an array buffer when a button is pressed then I send it to mammoth to be converted.

            Sadly I get an error at the conversion (the arraybuffer seems ok)

            Does anyone know how to fix this ?

            Precisions : to convert the file to an arraybuffer i use the file-to-array-buffer module

            Convertion function

            ...

            ANSWER

            Answered 2021-Oct-01 at 20:24

            just replace ArrayBuffer : data by arrayBuffer : data

            that's it...

            Source https://stackoverflow.com/questions/69406777

            QUESTION

            APNG gets out of sync after second page refresh
            Asked 2021-Sep-27 at 15:13

            I have an app with an animated UI realised via APNG images.

            Each block has 2 APNG images and one PNG one:

            1. Appearing (APNG)
            2. PingPong (APNG)
            3. Static (PNG)

            I need to play the second animation right after the first one is finished and only make visible the PNG image after a touch event. I've done it via setTimeout but, unfortunately, after second page refresh a browser completely ignores some animations, some of them start jittering, some disable in an inappropriate moment.

            How can I fix the problem? And can I catch the moment when APNG animation has finished? Do APNG images emit any events?

            To check the problem, open the app on mobile device and scan the code.

            ...

            ANSWER

            Answered 2021-Sep-25 at 19:56

            Browsers don't have any built-in support for treating APNGs as anything other than an image: there is no way to determine when an APNG has started or stopped playing. You could probably fix the issue by just converting the APNGs to an actual video file format, and embedding the images with instead, since that has an API for controlling playback. Alas, it doesn't seem that any browsers support treating APNGs as video so you'll need to convert it to another video format, such as WebM.

            If you are really committed to not converting your APNGs to a video file format, you could work around the limitation in browsers by using a library such as pngjs to decode the APNG, extracting the fdAT chunks, and then manually animating through those extracted frames (each frame in an APNG is itself a (non-animated) PNG).

            Source https://stackoverflow.com/questions/69328950

            QUESTION

            How to resolve this npm install error? Should I update node-sass or is pyton the problem?
            Asked 2021-Sep-20 at 16:33

            I can't do "npm install" on this project anymore and I don't know why because I'm a novice. I see in the picture top that something about "node-sass" maybe is the problem. Should I update node-sass? I must ask so I don't cause more trouble

            package.json

            ...

            ANSWER

            Answered 2021-Sep-20 at 16:33

            node-sass 4.x doesn't support Node 16 https://github.com/sass/node-sass#node-version-support-policy (I believe this might also be the case for CRA)

            Source https://stackoverflow.com/questions/69252508

            QUESTION

            Spectron app.start() isn't launching the app
            Asked 2021-Sep-08 at 20:05

            I'm relatively new to Spectron and Jest and I can't figure out why the app isn't launching when I call app.start() in my unit test. Right now when I run npm test, the app won't start, eventually times out (even after 30 seconds) and always sends this error message:

            Timeout - Async callback was not invoked within the 15000 ms timeout specified by jest.setTimeout.Error: Timeout - Async callback was not invoked within the 15000 ms timeout specified by jest.setTimeout. at mapper (node_modules/jest-jasmine2/build/queueRunner.js:27:45)

            So far I've tried:

            • making sure I'm using the correct versions of spectron and electron (11.0.0 and 9.0.0 respectively)
            • running npm test from my root folder, my src folder, and my tests folder.
            • deleting my node_modules folder, reinstalling everything, and rebuilding the app.
            • using path.join(__dirname, '../../', 'node_modules', '.bin', 'electron') as my app.path.

            Here's my test1.js file:

            ...

            ANSWER

            Answered 2021-Sep-08 at 20:05

            I came across this Spectron tutorial on YouTube: https://www.youtube.com/watch?v=srBKdQT51UQ

            It was published in September 2020 (almost a year ago as of the time of this post) and they suggested downgrading to electron 8.0.0 and Spectron 10.0.0. When I downgraded, the app magically launched when app.start was called.

            Source https://stackoverflow.com/questions/69107413

            QUESTION

            SyntaxError: Support for the experimental syntax 'decorators-legacy' isn't currently enabled
            Asked 2021-Sep-07 at 20:28

            I'm working on an electron app, using React on the front end and I'm attempting to use Jest for testing. However, when I try to run tests I get the following error:

            SyntaxError: C:\Users\JimArmbruster\source\repos\cyborg_cloud_explorer\cyborg_cloud_explorer_gui\src\assets\custom_components\stylesheets\buttons.css: Support for the experimental syntax 'decorators-legacy' isn't currently enabled (1:1):

            ...

            ANSWER

            Answered 2021-Sep-07 at 18:34

            Jest won't use the babel plugins out of the box, you need to install some additional packages.

            With yarn:

            yarn add --dev babel-jest babel-core regenerator-runtime

            With npm:

            npm install babel-jest babel-core regenerator-runtime --save-dev

            Jest should then pick up the configuration from your .babelrc or babel.config.js.

            Source: https://archive.jestjs.io/docs/en/23.x/getting-started.html#using-babel

            Source https://stackoverflow.com/questions/69091261

            QUESTION

            Restricting user entry in Entry field in Tkinter without 'disabled' method
            Asked 2021-Aug-19 at 09:09

            I want to restrict the user from entering into the tkinter Entry field. But I dont want to disable to the widget entirely. The main reason is I have 4924 commands that include the insertion of characters into the Widget, I cant just change every single of those line of code to the following. I only have enough time to do school.

            ...

            ANSWER

            Answered 2021-Aug-19 at 09:01

            One of the way is to create a custom class inherited from Entry and override the insert():

            Source https://stackoverflow.com/questions/68842941

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

            Vulnerabilities

            No vulnerabilities reported

            Install mammoth

            Use ./utils/main.py to run experiments.
            Use argument --load_best_args to use the best hyperparameters from the paper.
            New models can be added to the models/ folder.
            New datasets can be added to the datasets/ folder.

            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/aimagelab/mammoth.git

          • CLI

            gh repo clone aimagelab/mammoth

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            git@github.com:aimagelab/mammoth.git

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