perturbations | perturbation based algorithms for training neural networks | Machine Learning library

by yashsmehta Jupyter Notebook Version: Current License: No License

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kandi X-RAY | perturbations Summary

perturbations is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning applications. perturbations has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

:exclamation::exclamation: NOTE: Here is the link to our new project repository, which is much better documented and contains more comprehensive experiments. The best part is, it's written in JAX so it's also much easier to follow!. This repository contains a set of experiments written in Tensorflow (version 1.x) to explore the node perturbation algorithm for training deep fully connected neural networks.

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Support

perturbations has a low active ecosystem.

It has 1 star(s) with 0 fork(s). There are no watchers for this library.

It had no major release in the last 6 months.

perturbations has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of perturbations is current.

Quality

perturbations has 0 bugs and 0 code smells.

Security

perturbations has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

perturbations code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

perturbations does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

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

Installation instructions are not available. Examples and code snippets are available.

It has 275 lines of code, 7 functions and 7 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

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Community Discussions

Trending Discussions on perturbations

clang: error: linker command failed with exit code 1 when running fishchips on macOS

cppcheck -i switch (ignore) is being ignored

How to create a loop in a cell array and reshape matrix

QUESTION

clang: error: linker command failed with exit code 1 when running fishchips on macOS

Asked 2021-Jul-09 at 18:03

I run macOS Big Sur (v. 11.4) and I am trying to do Fisher analysis by using fishchips (https://github.com/xzackli/fishchips-public.git). In order to do so, I need to use CLASS (https://github.com/lesgourg/class_public.git). Following the instructions here, Class requires using make to allow us to use classy. When I initially run make, I get the error: clang: error: unsupported option '-fopenmp'. After reading here, I changed the OMPFLAG in my makefile from OMPFLAG = -fopenmp to OMPFLAG = -Xpreprocessor -fopenmp and now I get the error:

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ANSWER

Answered 2021-Jul-09 at 18:03

I believe I found the solution fix. It seems as if deleting OMPFLAG was all that was needed to run.

Source https://stackoverflow.com/questions/68291389

QUESTION

cppcheck -i switch (ignore) is being ignored

Asked 2021-Feb-13 at 18:58

I have a folder in which there are several .c and .h files, plus a message.xml file. I don't want to scan the XML.

If I run cppcheck --enable=all *.*
it finds and balks at the contents of the XML.
Fine, I don't care about the XML, but still. I hate seeing ignorable errors/warnings.

Of course, cppcheck *.c --enable=all or cppcheck *.c *.h --enable=all
ignores the XML.

But curiosity got to me and I found out about the "ignore" switch but its use is unclear. If I try
cppcheck *.* --enable=all -imessage.xml
or various perturbations of that line, it still finds the XML and complains.

So what is the command syntax to ignore a specific file and to ignore, say, all *.xml or *.xls files?

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ANSWER

Answered 2021-Feb-13 at 18:58

I am a Cppcheck developer.

I guess it's a bug in Cppcheck. As far as I see in the help output you should be able to use -imessage.xml.

But I would suggest cppcheck . --enable=all. You don't normally compile headers directly and therefore you shouldn't analyze them directly neither. You get wrong handling of the include guard and you probably get false positives about unused struct members.. well there can be some wrong behavior and don't blame cppcheck.

Source https://stackoverflow.com/questions/66178091

QUESTION

How to create a loop in a cell array and reshape matrix

Asked 2020-Jun-03 at 20:45

I have the following script to calculate fluid perturbations. I am reading in 2D velocity fields and then storing this data in a cell array. In the present example i have only 4 velocity fields from different time steps, but eventually I will have around 300+

The velocity fields are stored in the cell array and that part works. What i need help with is to create a loop to then reshape the matrices in the cell array and store as a separate matrix.

So far i have

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ANSWER

Answered 2020-Jun-03 at 20:45

First, some pointers:

cell2mat(U(1,1)) is the same as U{1,1}. You should prefer the latter, it's much more efficient because it doesn't do a function call.
Naming variables u1d, u2d, u3d, ... is usually a bad idea. You already figured you could use a cell array U to store your vectors, you should store these also in a cell array: ud{1}, ud{2}, ud{3}, ...

Given these two points, you can do your thing using a loop:

Source https://stackoverflow.com/questions/62180865

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Install perturbations

You can download it from GitHub.

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