SMASH | experimental technique | Machine Learning library

by ajbrock Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | SMASH Summary

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

An experimental technique for efficiently exploring neural architectures. This repository contains code for the SMASH paper and video. SMASH bypasses the need for fully training candidate models by learning an auxiliary HyperNet to approximate model weights, allowing for rapid comparison of a wide range of network architectures at the cost of a single training run.

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Quality

Security

License

Reuse

Support

SMASH has a low active ecosystem.

It has 468 star(s) with 54 fork(s). There are 19 watchers for this library.

It had no major release in the last 6 months.

There are 4 open issues and 1 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of SMASH is current.

Quality

SMASH has 0 bugs and 0 code smells.

Security

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

SMASH code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

SMASH 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.

Reuse

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

SMASH has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions, examples and code snippets are available.

SMASH saves you 906 person hours of effort in developing the same functionality from scratch.

It has 2070 lines of code, 69 functions and 6 files.

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

Top functions reviewed by kandi - BETA

kandi has reviewed SMASH and discovered the below as its top functions. This is intended to give you an instant insight into SMASH implemented functionality, and help decide if they suit your requirements.

Train a trained model
Generate a sample of the architecture
Sample the weights
Get data loader
Count the number of convops in arch
Print progress bar
Generate a list of random data bank banks
Log record to file
Argument parser
Evaluate SMASH
Perform perturbation of arch
Count the number of convolution parameters
Return all factors in n
Compute the stem convolution
Convert wn to 2d
Forward convolutional layer

Get all kandi verified functions for this library.

SMASH Key Features

No Key Features are available at this moment for SMASH.

SMASH Examples and Code Snippets

No Code Snippets are available at this moment for SMASH.

Community Discussions

Trending Discussions on SMASH

Read list of files with inconsistent delimiter/fixed width

What is the reason for "stack smashing detected"?

Combine duplicate tokens inside huge JSON file into nested array of objects using React

Getting "stack smashing detected" when actually trying to provoke a segmentation fault

What is wrong with my Filter and Map function as its not filtering the correct item inside my React Component?

PowerShell -- Import csv, reformat date values, export csv

JSON with jq into bash array / loop through for proper alerting output

How does strcat affect the strtok?

Why does the conditional rendering of icons fail in this Vue 3 application?

Material-UI 5 DataGrid styles are not isolated between components

QUESTION

Read list of files with inconsistent delimiter/fixed width

Asked 2022-Mar-30 at 06:25

I am trying to find a more efficient way to import a list of data files with a kind of awkward structure. The files are generated by a software program that looks like it was intended to be printed and viewed rather than exported and used. The file contains a list of "Compounds" and then some associated data. Following a line reading "Compound X: XXXX", there are a lines of tab delimited data. Within each file the number of rows for each compound remains constant, but the number of rows may change with different files.

Here is some example data:

...

ANSWER

Answered 2022-Mar-30 at 06:25

See one approach below. The whole pipeline might be intimidating at first glance. You can insert a head (or tail) call after each step (%>%) to display the current stage of data transformation. There's a bit of cleanup with regular expressions going on in the gsubs: modify as desired.

Source https://stackoverflow.com/questions/71667188

QUESTION

What is the reason for "stack smashing detected"?

Asked 2022-Feb-22 at 12:03

I am new to programming and am currently studying about address typecasting. I don't seem to understand why I am getting this : *** stack smashing detected ***: terminated Aborted (core dumped) when I run the following code??

...

ANSWER

Answered 2022-Feb-22 at 11:38

But I don't understand, what and where things are going wrong?

In this statement

Source https://stackoverflow.com/questions/71220593

QUESTION

Combine duplicate tokens inside huge JSON file into nested array of objects using React

Asked 2022-Feb-18 at 20:36

I looked at several of the suggested solutions but none seemed to rise to this confounding data formatting challenge.

I have a huge JSON file (over 100k rows) and massive duplicates of data all as top level objects. Here's an example:

...

ANSWER

Answered 2022-Feb-18 at 20:36

This answer is not React specific, but one approach would be to use array.reduce() to transform each level/node of the structure as shown in the code snippet below.

Source https://stackoverflow.com/questions/71178425

QUESTION

Getting "stack smashing detected" when actually trying to provoke a segmentation fault

Asked 2022-Jan-30 at 19:40

i'm currently learning about buffer overflows in c, and i'm following this video as a tutorial.

So I have the following code:

...

ANSWER

Answered 2022-Jan-30 at 19:40

Stack smashing is when you overwrite the special values (return address, previous ebp register value) on your function's stack frame.
This is is a common bug and is a security flaw. Most compilers now add a simple check in your function prologue and epilogue to check whether the values changed. This is the stack smashing error you are causing.
To prevent the copmiler from inserting the stack-smashing check, use the -fno-stack-protector compiler flag. (as @Grazosi suggested).
This will cause you program to use a (probably) invalid return address, and will cause a segmentation fault (invalid memory access)

Source https://stackoverflow.com/questions/70917563

QUESTION

What is wrong with my Filter and Map function as its not filtering the correct item inside my React Component?

Asked 2022-Jan-24 at 00:01

Here is are my menu items, and I want to filter only the Drinks in a drink Component, I am displaying both the 'Drinks' and 'Eat' under categories. And my goal is to only filter and extract the 'Drinks' as I am displaying the drinks on its own component.

Here is my data:

...

ANSWER

Answered 2022-Jan-24 at 00:01

MenuItems.filter((item) => "Drinks") return always true

What you should be doing is comparing the category to drinks.

MenuItems.filter((item) => item.category === "Drinks")

Source https://stackoverflow.com/questions/70826930

QUESTION

PowerShell -- Import csv, reformat date values, export csv

Asked 2022-Jan-19 at 19:05

I have a large volume of CSV records that have a date column that needs to be reformatted. The format in the source files is "MM/dd/yyyy hh:mm". The format I need to change to is "yyyy-MM-dd". I've tried a few different things, and I've been able to get the two pieces to work (import and transform, or export), but not both together.

Sample data

...

ANSWER

Answered 2022-Jan-19 at 19:03

You need to use a calculated property with Select-Object

Try

Source https://stackoverflow.com/questions/70776064

QUESTION

JSON with jq into bash array / loop through for proper alerting output

Asked 2022-Jan-03 at 19:38

I have a JSON result which I want to go through and send an alert, if one or several of the values in the JSON string is smashing thresholds.

This bash command:

...

ANSWER

Answered 2022-Jan-03 at 11:05

Add threshold variables and values using --argjson (preferred over --arg as we talk about numbers), then extract from the .audits object each item that smashes the corresponding threshold using select, format them in a way to carry the actual value and the threshold to be reused in the output, and finally convert those items into an alert string (which will be output as is due to the --raw-output parameter).

Source https://stackoverflow.com/questions/70564184

QUESTION

How does strcat affect the strtok?

Asked 2021-Dec-29 at 12:02

Assume we need to copy user's input into another string by concatenating the tokens of input, e.g., "hello world" -> "helloworld".

...

ANSWER

Answered 2021-Dec-29 at 10:38

For starters this array

Source https://stackoverflow.com/questions/70518197

QUESTION

Why does the conditional rendering of icons fail in this Vue 3 application?

Asked 2021-Dec-24 at 09:10

I am working on an audio player with Vue 3 and the Napster API.

Project details

There is a mute/unmute button and the method below:

...

ANSWER

Answered 2021-Dec-24 at 09:10

You can add data property muted, update property on

Source https://stackoverflow.com/questions/70470599

QUESTION

Material-UI 5 DataGrid styles are not isolated between components

Asked 2021-Nov-09 at 06:35

I've just upgraded from Material-UI v4 to v5 (now MUI). If I have a DataGrid component and a component like a Select component (a MenuItem has issues too), the Select component will not work properly. Some additional styles loaded by the DataGrid interfere with it.

The example I'll show here is that values no longer dropdown, but are instead listed horizontally all smashed together. Note that the DataGrid is intentionally empty for this demo.

As opposed to the expected functionality like this:

I've put the code on CodeSandbox

Notice that "@mui/x-data-grid": "^4.0.0" has a dependency on "@material-ui/core": "^4.12.3". I was/am uncomfortable with that, but it does have it listed as a dependency (unless I missed something somewhere).

Is there something I'm missing, or is there a bug in the newest version of DataGrid I'm using? BTW, all of the the DataGrid functionality in my actual application works fine.

For completeness, I'll also include the code here:

...

ANSWER

Answered 2021-Nov-09 at 06:35

You're using v4 @mui/x-data-grid which uses JSS while the MUI components are in v5 which uses emotion. The JSS styles from the old version overrides the emotion styles leading to unexpected result.

To fix it, install the next version (v5) of @mui/x-data-grid so it can be compatible with MUI v5, and also remove @material-ui/core v4 in your package.json.

Source https://stackoverflow.com/questions/69309151

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

Vulnerabilities

No vulnerabilities reported

Install SMASH

To run this script, you will need PyTorch and a CUDA-capable GPU. If you wish to run it on CPU, just remove all the .cuda() calls. Note that this code was written in PyTorch 0.12, and is not guaranteed to work on 0.2 until next week when I get a chance to update my own version. Please also be aware that, while thoroughly commented, this is research code for a heckishly complex project. I'll be doing more cleanup work to improve legibility soon.

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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