REMIND | PyTorch implementation of the REMIND method | Machine Learning library

 by   tyler-hayes Python Version: Current License: MIT

kandi X-RAY | REMIND Summary

kandi X-RAY | REMIND Summary

REMIND is a Python library typically used in Telecommunications, Media, Advertising, Marketing, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. REMIND has no bugs, it has a Permissive License and it has low support. However REMIND has 1 vulnerabilities and it build file is not available. You can download it from GitHub.

REMIND Your Neural Network to Prevent Catastrophic Forgetting.
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            kandi-support Support

              REMIND has a low active ecosystem.
              It has 53 star(s) with 14 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 4 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of REMIND is current.

            kandi-Quality Quality

              REMIND has 0 bugs and 0 code smells.

            kandi-Security Security

              REMIND has 1 vulnerability issues reported (0 critical, 1 high, 0 medium, 0 low).
              REMIND code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              REMIND 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

              REMIND releases are not available. You will need to build from source code and install.
              REMIND 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.
              It has 3440 lines of code, 204 functions and 41 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed REMIND and discovered the below as its top functions. This is intended to give you an instant insight into REMIND implemented functionality, and help decide if they suit your requirements.
            • Main worker function
            • Train the model
            • Adjust learning rate
            • Saves the checkpoint
            • Performs training
            • Fit an incremental batch
            • Generate random integers
            • Mixup data
            • Forward the given question
            • Generate a binary mask based on dropout
            • Build the dataloaders
            • Format the data into a list of features
            • Convert a dictionary to a list of dicts
            • Build a model from the given model
            • Build a classifier
            • Safely load the state of a model
            • Main training loop
            • Train a single epoch
            • Apply an exponential moving average
            • Update the buffer
            • Removes a sample from the pool
            • Adds forward hooks to outputs
            • Test for resnet 18
            • Run a single batch
            • Get indices for training images
            • Convert path to iid
            Get all kandi verified functions for this library.

            REMIND Key Features

            No Key Features are available at this moment for REMIND.

            REMIND Examples and Code Snippets

            No Code Snippets are available at this moment for REMIND.

            Community Discussions

            QUESTION

            Create a meeting with attendees automatically from Excel
            Asked 2022-Apr-08 at 12:31

            I am trying to create an event with a guest automatically when my macro is executed. I've been trying to create an event with a guest automatically during the execution of my macro, but it doesn't work.

            I always get errors and the guest is never "invited".

            It's probably a minor issue, but these are the two versions I've done so far.

            Do you see an error that I haven't seen? Thanks

            Version 1

            ...

            ANSWER

            Answered 2022-Apr-08 at 12:31

            It worked when i tried it myself (using option explicit to uncover mispells etc)

            Source https://stackoverflow.com/questions/71796250

            QUESTION

            Android notification makes phone lag
            Asked 2022-Mar-31 at 10:16

            I'm developing an app where users can create routines and set reminders for these routines.

            I use alarms scheduled by AlarmManager and a BroadcastReceiver to call a foregroud service that sends a notification by using the notification manager. Here's some code:

            ...

            ANSWER

            Answered 2022-Mar-31 at 07:49

            You should check the specifications of the device that is laggy and monitor RAM and CPU usage of the device, before, after and during your app runtime, speatially the RAM usage, maybe Android 30 is putting too much pressure on device and that is causing the issue.

            In General the issue that are seen on some devices and not on another are caused ether by the difference between Android Versions and their resource handling methods or bottleneck between Hardware and Software on same OS version on different devices.

            You can monitor device resource usage ether by Android Studio's own resource monitor tool "Android Profiler" or third party Resource Monitoring Apps found on Google Play.

            If there is a process or function in your App that causing the resource leak you can fix it easily by detecting it from android profiler but if the issue is caused by OS Resource handling or Hardware and Software bottleneck you should skip that device.

            Source https://stackoverflow.com/questions/71562326

            QUESTION

            Material UI (dateTime picker) : Invalid Date Format message after submission
            Asked 2022-Mar-16 at 07:51

            I am using Material Ui DateTime picker in a form. After submitting the form, I get the following error:

            Invalid Date Format

            Image

            I am using JSON Server in my react app for saving data.

            This is the output Element for the DateTime picker on DOM.

            ...

            ANSWER

            Answered 2022-Mar-16 at 06:52

            It will probably not break if you remove the setDay(""); line from onSubmit. Why do you need it after all?

            Source https://stackoverflow.com/questions/71492457

            QUESTION

            Fast CRC with PCLMULQDQ *NOT* reflected
            Asked 2022-Mar-07 at 15:47

            I'm trying to write a PCLMULQDQ-optimized CRC-32 implementation. The specific CRC-32 variant is for one that I don't own, but am trying to support in library form. In crcany model form, it has the following parameters:

            width=32 poly=0xaf init=0xffffffff refin=false refout=false xorout=0x00000000 check=0xa5fd3138 (Omitted residue which I believe is 0x00000000 but honestly don't know what it is)

            A basic non-table-based/bitwise implementation of the algorithm (as generated by crcany) is:

            ...

            ANSWER

            Answered 2022-Mar-07 at 15:47

            I have 6 sets of code for 16, 32, 64 bit crc, non-reflected and reflected here. The code is setup for Visual Studio. Comments have been added to the constants which were missing from Intel's github site.

            https://github.com/jeffareid/crc

            32 bit non-relfected is here:

            https://github.com/jeffareid/crc/tree/master/crc32f

            You'll need to change the polynomial in crc32fg.cpp, which generates the constants. The polynomial you want is actually:

            Source https://stackoverflow.com/questions/71328336

            QUESTION

            Symbols that break the identifier rules, e.g. `sub ::("☺") { }`
            Asked 2022-Jan-15 at 15:50

            With the current Rakudo compiler (v2021.10), symbols declared with the ::(…) form do not need to follow the rules for identifiers even when they declare the name of a routine.

            This means that the following is code produces the indicated output:

            ...

            ANSWER

            Answered 2021-Dec-14 at 21:01

            In short, yes, it's legal.

            The concept of an identifier is a syntactic one: when parsing Raku, the parser needs to classify the things it sees, and the identifier rules indicate what sequences of characters should be recognized as an identifier.

            By contrast, stashes, method tables, and lexical scopes are ultimately hash-like data structures: they map string keys into stored values. Just as there's no limit on what keys one can put into a hash, there's not one here either. Given meta-objects can be user-defined, it's unclear one could reliably enforce limits, even if it was considered desirable.

            The ::(...) indirect name syntax in declarative contexts comes only with the restriction that what you put there must be a compile-time constant. So far as parsing goes, what comes inside of the parentheses is an expression. The compiler wants to get a string that it can use to install a symbol somewhere; with identifiers it comes directly from the program source text, and with indirect name syntax by evaluating the constant that is found there. In either case, it's used to make an entry in a symbol table, and those don't care, and thus between the two, you have a way to get symbol table entries that don't have identifier syntax.

            Source https://stackoverflow.com/questions/70351538

            QUESTION

            How you avoid implicit conversion from short to integer during addition?
            Asked 2021-Dec-27 at 00:16

            I'm doing a few integer for myself, where I'm trying to fully understand integer overflow.

            I kept reading about how it can be dangerous to mix integer types of different sizes. For that reason i wanted to have an example where a short would overflow much faster than a int. Here is the snippet:

            ...

            ANSWER

            Answered 2021-Dec-26 at 23:49

            It is called an implicit conversion.

            From C standard:

            Several operators convert operand values from one type to another automatically. This subclause specifies the result required from such an implicit conversion, as well as those that result from a cast operation (an explicit conversion ). The list in 6.3.1.8 summarizes the conversions performed by most ordinary operators; it is supplemented as required by the discussion of each operator in 6.5

            Every integer type has an integer conversion rank defined as follows:

            • No two signed integer types shall have the same rank, even if they have the same representation.
            • The rank of a signed integer type shall be greater than the rank of any signed integer type with less precision.
            • The rank of long long int shall be greater than the rank of long int, which shall be greater than the rank of int, which shall be greater than the rank of short int, which shall be greater than the rank of signed char.
            • The rank of any unsigned integer type shall equal the rank of the corresponding signed integer type, if any.
            • The rank of any standard integer type shall be greater than the rank of any extended integer type with the same width.
            • The rank of char shall equal the rank of signed char and unsigned char.
            • The rank of _Bool shall be less than the rank of all other standard integer types.
            • The rank of any enumerated type shall equal the rank of the compatible integer type (see 6.7.2.2).
            • The rank of any extended signed integer type relative to another extended signed integer type with the same precision is implementation-defined, but still subject to the other rules for determining the integer conversion rank.
            • For all integer types T1, T2, and T3, if T1 has greater rank than T2 and T2 has greater rank than T3, then T1 has greater rank than T3.
            1. The following may be used in an expression wherever an int or unsigned int may be used: — An object or expression with an integer type (other than int or unsigned int) whose integer conversion rank is less than or equal to the rank of int and unsigned int.
            • A bit-field of type _Bool, int, signed int, or unsigned int. If an int can represent all v alues of the original type (as restricted by the width, for a bit-field), the value is converted to an int; otherwise, it is converted to an unsigned int. These are called the integer promotions.58) All other types are unchanged by the integer promotions.
            1. The integer promotions preserve value including sign. As discussed earlier, whether a ‘‘plain’’ char is treated as signed is implementation-defined.

            You cant avoid implicit conversion but you can cast the result of the operation to the required type

            Source https://stackoverflow.com/questions/70490539

            QUESTION

            FileSystem for zip file inside zip file
            Asked 2021-Dec-17 at 19:57

            Can a java.nio.file.FileSystem be created for a zip file that's inside a zip file?

            If so, what does the URI look like?

            If not, I'm presuming I'll have to fall back to using ZipInputStream.

            I'm trying to recurse into the method below. Current implementation creates a URI "jar:jar:...". I know that's wrong (and a potentially traumatic reminder of a movie character). What should it be?

            ...

            ANSWER

            Answered 2021-Dec-17 at 19:57

            You can use FileSystem.getPath to return a Path suitable for use with another FileSystems.newFileSystem call which opens the nested ZIP/archive.

            For example this code opens a war file and reads the contents of the inner jar file:

            Source https://stackoverflow.com/questions/70398138

            QUESTION

            How to make a page that Filters data on multiple conditions based on user input
            Asked 2021-Dec-11 at 09:02

            The idea was to create an advanced search page that would enable users to filter data as per their choice by selecting as many as five options to narrow down their search. The results would then later get displayed on a table. Having said that, a user may decide to filter by either using only a single option i.e By state, or by taking multiple options i.e By Name, By District, and By Category or as said earlier up to 5 options. However, I have no way of figuring out how this can be done. You would find screenshots followed by the code below:

            A scenario where the user chooses to filter using the By State option

            Scenario, where the options are chosen are multiple to narrow down the search

            The code is as follows:

            ...

            ANSWER

            Answered 2021-Dec-05 at 13:35

            This might have a performance impact if your list is really big, but since .filter() returns back an array, why not chain 5 filters together.

            For example,

            Source https://stackoverflow.com/questions/70204353

            QUESTION

            How to auto-wrap widget in tkinter?
            Asked 2021-Nov-04 at 23:36

            I saw this function (layout?) in android a few years ago, but I can't remind what is this function name...

            I need an auto-replace widget. if the new widget' width meets the end of the window, I want to move that widget new line.

            The below is my expected output.

            I Think, get the width and calculate new widget position will solve it. But, I think this is so common need. Does tkinter support it?

            ...

            ANSWER

            Answered 2021-Nov-04 at 22:53

            Since tkinter has a canvas which gives you absolute control over positioning, you can accomplish this with just a little bit of math when adding items. You'll have to add code to reposition the widgets when the window is resized.

            A simpler approach is to use the text widget, which supports embedded images or widgets, and has support for wrapping.

            Here's a demonstration:

            Source https://stackoverflow.com/questions/69846517

            QUESTION

            Trouble implementing UserDefaults
            Asked 2021-Sep-12 at 19:05

            I have previous coding experience but I'm extremely new to both Swift and iOS. I'm developing an app for personal use to coalesce the functions of multiple different apps I use to help manage ADHD into one place. The main view of the app provides a way to track daily expenditures. I'm trying to use UserDefaults to store the information entered so it will still be there when I reopen the app. The app runs fine, and as near as I can figure out I've written the data handling right, but it simply doesn't work. I've been beating my head against the wall at this for the past few days including on this website, so any help would be greatly appreciated. Here's the code for the main view of the app:

            ...

            ANSWER

            Answered 2021-Sep-12 at 19:05

            Add the below code to a .swift file in your project

            Source https://stackoverflow.com/questions/69148980

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

            Install REMIND

            You can download it from GitHub.
            You can use REMIND 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/tyler-hayes/REMIND.git

          • CLI

            gh repo clone tyler-hayes/REMIND

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            git@github.com:tyler-hayes/REMIND.git

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