MyGrad | Drop-in autodiff for NumPy | Machine Learning library

by rsokl Python Version: 2.2.0 License: MIT

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

kandi X-RAY | MyGrad Summary

MyGrad is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Numpy, Neural Network applications. MyGrad 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 MyGrad' or download it from GitHub, PyPI.

MyGrad is a lightweight library that adds automatic differentiation to NumPy – its only dependency is NumPy!. MyGrad's primary goal is to make automatic differentiation accessible and easy to use across the Python/NumPy ecosystem. As such, it strives to behave and feel exactly like NumPy so that users need not learn yet another array-based math library. Of the various modes and flavors of auto-diff, MyGrad supports backpropagation from a scalar quantity.

Support

Quality

Security

License

Reuse

Support

MyGrad has a low active ecosystem.

It has 157 star(s) with 21 fork(s). There are 16 watchers for this library.

It had no major release in the last 12 months.

There are 4 open issues and 103 have been closed. On average issues are closed in 451 days. There are 3 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of MyGrad is 2.2.0

Quality

MyGrad has 0 bugs and 0 code smells.

Security

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

MyGrad code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

MyGrad 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

MyGrad releases are available to install and integrate.

Deployable package is available in PyPI.

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

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

MyGrad saves you 6397 person hours of effort in developing the same functionality from scratch.

It has 13308 lines of code, 1045 functions and 180 files.

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

Top functions reviewed by kandi - BETA

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

Einsum operator .
In - place op .
Multiply a convolution of x .
Return a sliding window of arr .
Return a dict containing the cmdclass for the versioneer .
Compute the norm of x .
Construct a GRU .
Multiply multiple tensors .
Matrix multiplication .
Calculate the backward gradient for a given variable .

Get all kandi verified functions for this library.

MyGrad Key Features

No Key Features are available at this moment for MyGrad.

MyGrad Examples and Code Snippets

No Code Snippets are available at this moment for MyGrad.

Community Discussions

Trending Discussions on MyGrad

Android gradient drawable not showing on button

how to calculate average in bash?

Getting PLS-00103 error while trying to write procedure in Oracle SQL Developer

NGINX regexp at the end of location path

How do I refine the y axis on a normal distribution plot in Matlab?

Get span from iframe in JavaScript

radial gradients for multiple arcs in d3

Get a single value from an ArrayList from a textbox in a messagebox

Animate an SVG gradient bar to appear like it's filling with the stop colors

console application c# roundoff

QUESTION

Android gradient drawable not showing on button

Asked 2021-Mar-26 at 22:08

I am rather new to StackOverFlow - so if you have problems with this question, please tell me in the comments.

I'm creating a basic Android app with a material button with a background set to a gradient drawable like so:

...

ANSWER

Answered 2021-Mar-26 at 22:08

Please replace

Source https://stackoverflow.com/questions/66824574

QUESTION

how to calculate average in bash?

Asked 2021-Mar-02 at 11:20

hello i made this program in bash script i need to calculate average i tried many times but it wont work

...

ANSWER

Answered 2021-Mar-02 at 11:20

You will need to create an total of the grades as you loop through them and also use something like bc to get averages with decimal places. So utilising your original code:

Source https://stackoverflow.com/questions/66437698

QUESTION

Getting PLS-00103 error while trying to write procedure in Oracle SQL Developer

Asked 2020-Apr-06 at 05:39

First off, if this code is absolutely butchered sorry. I am having trouble with some code for my database programming class. The point of the code is to make it so that if the last letter of a course name is in a certain range, it will automatically change the grades of everyone enrolled in that class to a certain grade. I put the code together essentially trying to substitute the relevant column names based off of an assignment I did on triggers as well as a very basic procedure the professor uploaded. When I run it I get a host of PLS-00103 errors stating "Encountered the symbol '([I get one for each of these] course/section/grades/if)' when expecting one of the following: :=;..." Between not being a programming major and losing a week of lecture due to COVID-19 I'm just stumped. Thank you for taking the time to look at it, and sorry again if it's riddled with mistakes. The code looks like:

...

ANSWER

Answered 2020-Apr-06 at 05:39

Code you wrote would compile if it looked as follows:

Source https://stackoverflow.com/questions/61051624

QUESTION

NGINX regexp at the end of location path

Asked 2019-Oct-07 at 16:58

I'm trying to set up a location such that suffix /reset_password/any_text would load index.html from the directory specified in the alias. Unfortunately, with no luck...

...

ANSWER

Answered 2019-Oct-06 at 21:22

The ^~ string is a prefix location modifier which tells nginx to skip processing of regular expression locations if the prefix location is matched. A regular expression location uses just ~ or ~* to ignore case. Check the documentation for more details.

That said, if you don't need to capture any regex pattern matches, just go with a simple prefix location. Regex locations are expensive and they interfere with the natural flow of nginx. The author of nginx, Igor Sysoev, explains in this video.

A good way to use a regex location is to wrap it in a prefix location. This isolates it from the rest of the configuration and makes it easier to debug. Your config will also scale more smoothly. Here's an example:

Source https://stackoverflow.com/questions/58259418

QUESTION

How do I refine the y axis on a normal distribution plot in Matlab?

Asked 2019-Apr-20 at 11:23

My Matlab function is close to doing what I want. It takes a vector of grades and generates statistics including a normal distribution plot. The problem is that the y axis doesn't seem to reflect the frequency of students that receive that grade.

Image of normal distribution plot

I've looked around on stack overflow for anyone experiencing my problem. I haven't been able to find anything.

...

ANSWER

Answered 2019-Apr-20 at 11:18

Code Tweaking

Okay. First let's clean up this code a little bit.

Source https://stackoverflow.com/questions/55772782

QUESTION

Get span from iframe in JavaScript

Asked 2019-Apr-10 at 14:44

I have gindex.html, content is JavaScript game, this game give me the result in:

...

ANSWER

Answered 2019-Apr-10 at 14:33

You need to get the text of the span and compare that:

Source https://stackoverflow.com/questions/55614940

QUESTION

radial gradients for multiple arcs in d3

Asked 2018-Dec-19 at 17:41

I have the following arc diagram:

I would like to add a gradient to each of the individual arcs, that flows from the outer radius to the inner radius of each individual arc.

I am guessing that I will need to create an individual gradient for each arc?

...

ANSWER

Answered 2018-Dec-19 at 15:52

You need to work in UserSpace Coordinates because the object bounding box is not a nice square, you will get a distorted gradient. Specify the end-radius of the gradient (r).

Specify the white stop in percent relative to the end-radius of the gradient (parameter r)

Source https://stackoverflow.com/questions/53851904

QUESTION

Get a single value from an ArrayList from a textbox in a messagebox

Asked 2018-Apr-25 at 14:08

I am learning Struct and Arraylist for a school exercise, not an assignment. I am wondering what would be the best way to get the grade in a messagebox in my button click event. If anyone could point me in the right direction it would be very appreciated, thanks!

...

ANSWER

Answered 2018-Apr-25 at 14:08

There are quite a few answers here and on the web to help achieve your task. First of all, drop the ArrayList since it boxes everything into object and then you need to worry about unboxing.

Use List which will pretty much look like:

Source https://stackoverflow.com/questions/50024213

QUESTION

Animate an SVG gradient bar to appear like it's filling with the stop colors

Asked 2018-Feb-24 at 19:14

I have a bar with a gradient that I'm trying to animate like it's filling from no color to several colors in different stops, going from the left side to the right side. The end result should freeze the gradient colors.

How do I do it with SMIL?

Can I achieve this with css animation?

here's the code and a non working fiddle example:

...

ANSWER

Answered 2018-Feb-24 at 19:04

I'm not really sure what you want the animation to look like but here's one way to do it using SMIL...

Note that some of your stop colour properties are invalid as you've written them in camel case. I've corrected that below too.

Source https://stackoverflow.com/questions/48965826

QUESTION

console application c# roundoff

Asked 2017-Nov-30 at 01:26

whats wrong with my code it suppose to be if i enter 98 it will become 100 if i enter 99 it will become also 100 if i enter 97 it will still be 97 and also i will ask the user first how many grade i will enter. its just all about road off . tnx . i hope you all understand what im saying. tnx im not good in english sorry.

...

ANSWER

Answered 2017-Nov-30 at 01:26

Does this work for you?

Source https://stackoverflow.com/questions/47563987

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

Vulnerabilities

No vulnerabilities reported

Install MyGrad

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

Find more information at: