gunpowder | facilitate machine learning on multi-dimensional images | Machine Learning library

by funkey Python Version: 1.2.2 License: MIT

X-Ray Key Features Code Snippets Community Discussions(5)Vulnerabilities Install Support

kandi X-RAY | gunpowder Summary

gunpowder is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Numpy applications. gunpowder has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install gunpowder' or download it from GitHub, PyPI.

A library to facilitate machine learning on large, multi-dimensional images. gunpowder allows you to assemble a pipeline from data loading over pre-processing, random batch sampling, data augmentation, pre-caching, training/prediction, to storage of results on arbitrarily large volumes of multi-dimensional images. gunpowder is not tied to a particular learning framework, and thus complements libraries like torch, tensorflow.

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Security

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gunpowder has a low active ecosystem.

It has 40 star(s) with 44 fork(s). There are 14 watchers for this library.

It had no major release in the last 12 months.

There are 14 open issues and 28 have been closed. On average issues are closed in 190 days. There are 8 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of gunpowder is 1.2.2

Quality

gunpowder has 0 bugs and 0 code smells.

Security

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

gunpowder code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

gunpowder is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

gunpowder releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

gunpowder saves you 23135 person hours of effort in developing the same functionality from scratch.

It has 45266 lines of code, 760 functions and 226 files.

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

Top functions reviewed by kandi - BETA

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

Train the model
Prepare the ROI for a request
Inaligns a 3D volume
Create a transformation matrix
Create a new Coordinate
Runs a single training step
Collect arrays of arrays from the network
Collect inputs from network inputs
Collects the output of a given request
Process a batch request
Saves the given batch
Performs mirror and transpose ROIs
Predicts the predicted affinities
Generate data roi
Perform the defectoring on a 3D batch
Provide a request
Predict in batch
Compute profiling statistics
Create a network
Calculate the distances between the labels in the batch
Prepare the augmentations
Sets up the filter
Provide a new request
Merge two arrays
Merges two graphs
Generate a request for the given request

Get all kandi verified functions for this library.

gunpowder Key Features

No Key Features are available at this moment for gunpowder.

gunpowder Examples and Code Snippets

No Code Snippets are available at this moment for gunpowder.

Community Discussions

Trending Discussions on gunpowder

What does error "call was rejected by callee" mean?

Get href from html with Beautiful Soup select or lxml xpath

How to make a list with each row divided into two columns, with the first column growing to the size of its contents?

How to list a property of firebase object as an array?

Hover over class affects another element

QUESTION

What does error "call was rejected by callee" mean?

Asked 2019-Sep-19 at 11:29

When running the following code, an error occurs at line 4:

call was rejected by callee"

...

ANSWER

Answered 2019-Sep-19 at 11:29

This error occurs because in the 3rd line you are in the middle of editing an excel cell (the cursor is active). You can't edit two cells at once, so I have two solutions for you.

Don't use keyboard, insert values using excel.setvalue
Use keyboard but press enter to finish editing a cell.

Source https://stackoverflow.com/questions/57946337

QUESTION

Get href from html with Beautiful Soup select or lxml xpath

Asked 2019-Jul-03 at 05:39

I am doing some web scraping on the Rotten Tomatoes website, for example here.

I am using Python with the Beautiful Soup and lxml modules together.

I want to extract the movie info, for example: - Genre: Drama, Musical & Performing Arts

Directed By: Kirill Serebrennikov
Written By: Mikhail Idov, Lili Idova, Ivan Kapitonov, Kirill Serebrennikov, Natalya Naumenko
Written by (links): /celebrity/michael_idov, /celebrity/lily_idova, /celebrity/ivan_kapitonov, /celebrity/kirill_serebrennikov, /celebrity/natalya_naumenko

I inspected the page html to get the guidelines on the paths:

...

ANSWER

Answered 2019-Jul-03 at 05:39

Try the following scripts to get the content you are interested in. Make sure to test both of them by using different movies. I suppose they both will produce the desired output. I tried to avoid any hardcoded indices to target the content.

Using css selector:

Source https://stackoverflow.com/questions/56859200

QUESTION

How to make a list with each row divided into two columns, with the first column growing to the size of its contents?

Asked 2018-Nov-22 at 20:57

Originally I needed this for a chat app. Now I need it for something else as well... I figure I'd better ask.

Elaborating the chat app example: chat messages are lis, they have two spans: one for the author's nick, the other one for the message, I'd like the size of all spans to be equal (for aesthetic purposes) and grow to fit the longest nick.

Failed attempts:

1. Flexbox

...

ANSWER

Answered 2018-Nov-22 at 20:57

You are almost good with your grid solution. You can keep the li element by introducing display:contents (https://caniuse.com/#feat=css-display-contents) but you will still not be able to style the li since this one will no more generate a box content:

Source https://stackoverflow.com/questions/53346283

QUESTION

How to list a property of firebase object as an array?

Asked 2017-Mar-10 at 23:52

I have a firebase databse with the following structure:

Each one of those random UIDs have creator and roomName. I am trying to display all roomName in an array, like ["Holy Robert Louis Stevenson", "Holy Sardine", "Holy Gunpowder"], but it is always displayed as [Object, Object, Object]

Here is my code:

...

ANSWER

Answered 2017-Mar-10 at 16:25

I think snap.val() is returning something like this:

Source https://stackoverflow.com/questions/42722703

QUESTION

Hover over class affects another element

Asked 2017-Jan-10 at 10:39

So I am trying to make it so if you hover over the wrapperleft class the background color of cardinfop1 changes, but it does not work for me. What am I doing wrong?

Code and fiddle below:

...

ANSWER

Answered 2017-Jan-10 at 08:52

There are two problems here:

You have to use the class selector: .wrapperleft
You are using ~ operator wrong

The general sibling combinator is made of the "tilde" (U+007E, ~) character that separates two sequences of simple selectors. The elements represented by the two sequences share the same parent in the document tree and the element represented by the first sequence precedes (not necessarily immediately) the element represented by the second one.

I changed the order of #cardinfop1 and .wrapper elements, and it is working fine. Try the updated fiddle

Source https://stackoverflow.com/questions/41564545

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

Vulnerabilities

No vulnerabilities reported

Install gunpowder

You can install using 'pip install gunpowder' or download it from GitHub, PyPI.
You can use gunpowder 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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