layr | Dramatically simplify full‑stack development | GraphQL library

by layrjs TypeScript Version: Current License: MIT

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kandi X-RAY | layr Summary

layr is a TypeScript library typically used in Web Services, GraphQL, React applications. layr has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

Layr is a set of JavaScript/TypeScript libraries to dramatically simplify the development of full-stack applications. Typically, a full-stack application is composed of a frontend and a backend running in two different environments that are connected through a web API (REST, GraphQL, etc.). Separating the frontend and the backend is a good thing, but the problem is that building a web API usually leads to a lot of code scattering, duplication of knowledge, boilerplate, and accidental complexity. Layr removes the need of building a web API and reunites the frontend and the backend in a way that you can experience them as a single entity. On the frontend side, Layr gives you routing capabilities and object observability so that in most cases you don't need to add an external router or a state manager. Last but not least, Layr offers an ORM to make data storage as easy as possible.

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Support

layr has a medium active ecosystem.

It has 1217 star(s) with 36 fork(s). There are 38 watchers for this library.

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 25 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of layr is current.

Quality

layr has no bugs reported.

Security

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

License

layr 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

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

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layr Key Features

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layr Examples and Code Snippets

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Community Discussions

Trending Discussions on layr

Gradcam with guided backprop for transfer learning in Tensorflow 2.0

Deep Learning (Neural Network) Challenge piece of data

update parent from child sum records

I am not able to do any operation when clicked on any item in my listview

QUESTION

Gradcam with guided backprop for transfer learning in Tensorflow 2.0

Asked 2020-Apr-29 at 22:40

I get an error using gradient visualization with transfer learning in TF 2.0. The gradient visualization works on a model that does not use transfer learning.

When I run my code I get the error:

...

ANSWER

Answered 2020-Apr-29 at 22:40

We (I plus a number of team members developing a project) found a similar problem with a code implementing Grad-CAM that we found in a tutorial.

That code didn't work with a model consisting of the base model of VGG19 plus a few extra layers added on top of it. The problem was that the VGG19 base model was inserted as a "layer" inside our model, and apparently the GradCAM code didn't know how to deal with it - we were getting a "Graph disconnected..." error. Then after some debugging (carried out by another team member, not me) we managed to modify the original code to make it work for this kind of model that contains another model inside it. The idea is to add the inner model as an extra argument of the class GradCAM. Since this may be helpful to others I am including the modified code below (we also renamed the GradCAM class as My_GradCAM).

Source https://stackoverflow.com/questions/60623869

QUESTION

Deep Learning (Neural Network) Challenge piece of data

Asked 2020-Mar-25 at 05:16

I have a difficult two datasets, I am trying to use Neural network to fit each data alone. Please find link to the datasets.It's seq2seq. Data#1 has 56 samples each with 3dims, and Data#2 has 56 samples each with 32dims. So, it's like many to many or seq2seq. https://drive.google.com/open?id=16VGoqKP1zjmlxK2u6RpVtkYgqWnlBwnl Data#1. Input : X1 Output: Y1 It's simply many to many fitting problem. each input is of length 32, and each output is of length 32

Data#2 Input : X2 Output: Y2 It's simply many to many fitting problem. each input is of length 3, and each output is of length 3.

I tried many NN (DNN,LSTM,Conv1d) to fit any of those datasets, but fitting is always bad. Below is one of the network I tried (LSTM)

...

ANSWER

Answered 2020-Mar-24 at 05:09

First of all, your data reshaping is wrong. N.B.: I just noticed, you are mistaking X1, Y1 for X2, Y2.

print(X1.shape) -> (56,3) print(Y1.shape) -> (56,3)

Are you trying to reshape them to dimension (-1,30,1) or (-1,3,1). There's no 32 in the sequences. X1 and Y1 both have same dimension (56,3), so it's a seq2seq problem. But, you are using a 1 unit FC layer like in a regression manner which will give you error as your output has more dimensions.

Also, there are other bugs like X was not defined and still you have used it. Your code is completely broken, unfortunately.

Case #1, I'm assuming the data has 56 samples and each sample has 3 values (temporal dimension).

I have added a minimal code-base to get started.

Source https://stackoverflow.com/questions/60824892

QUESTION

update parent from child sum records

Asked 2019-Jan-18 at 23:07

i have created solution in visual studio 2012 and this solution is layred in 4 project :

project presentation layer (asp.net mvc)
business entities layer
...

ANSWER

Answered 2017-Nov-03 at 02:17

In general, we avoid storing calculated properties but it may be useful if:

child entities are involved, and
child entities are updated less often than a parent entity is retrieved.

is there an implementation better for update parent total by sum of each child unitprice when the child inserted/updated/deleted

Consider updating the difference:

Source https://stackoverflow.com/questions/47084419

QUESTION

I am not able to do any operation when clicked on any item in my listview

Asked 2017-Dec-04 at 12:42

This is my main file . Here I am setting a onClickListener on Listview, which results in any operation public class Attendance extends AppCompatActivity {

...

ANSWER

Answered 2017-Dec-04 at 12:37

If a row item of listView contains focusable view then OnItemClickListener won't work. Add following attribute to your root layout of list view's item.

Source https://stackoverflow.com/questions/47633158

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