BNN | Deep Learning Framework with a specialisation | Machine Learning library

by codezonediitj C++ Version: Current License: Non-SPDX

X-Ray Key Features Code Snippets(2)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | BNN Summary

BNN is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. BNN has no bugs, it has no vulnerabilities and it has low support. However BNN has a Non-SPDX License. You can download it from GitHub.

Deep Learning Framework with a specialisation aimed for Binarized Neural Networks.

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Quality

Security

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Support

BNN has a low active ecosystem.

It has 5 star(s) with 5 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 5 open issues and 2 have been closed. On average issues are closed in 32 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of BNN is current.

Quality

BNN has no bugs reported.

Security

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

License

BNN has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

BNN 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.

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BNN Key Features

No Key Features are available at this moment for BNN.

BNN Examples and Code Snippets

Reverse a BWT .

python

Lines of Code : 70

License : Permissive (MIT License)

Copy

def reverse_bwt(bwt_string: str, idx_original_string: int) -> str:
    """
    :param bwt_string: The string returned from bwt algorithm execution
    :param idx_original_string: A 0-based index of the string that was used to
    generate bwt_stri

Transform a string into a BWT transformation .

python

Lines of Code : 37

License : Permissive (MIT License)

Copy

def bwt_transform(s: str) -> BWTTransformDict:
    """
    :param s: The string that will be used at bwt algorithm
    :return: the string composed of the last char of each row of the ordered
    rotations and the index of the original string at o

Community Discussions

Trending Discussions on BNN

Is this a right way to train and test the model using Pytorch?

How to optimize mapping hash that contains similar keys and values?

How would one Regex Match only the first few characters of a string in Python?

Why doesn't Python3 fine a json-file which is in the same directory when I use the json.load() method

What is a better way of handling this type of issue?

Keras pretrain CNN with TimeDistributed

Read component's property 'style' inside mat-tab show "Cannot read property 'style' of undefined" error message

How to save image on server sent with POST ajax

Write a function that removes all occurrences of a given letter from a string

Variable tf.Variable has 'None' for gradient in TensorFlow Probability

QUESTION

Is this a right way to train and test the model using Pytorch?

Asked 2021-Apr-13 at 00:28

I am trying to implement a binary classification with Neural Networks with Pytorch to train a model as shown below:

...

ANSWER

Answered 2021-Apr-13 at 00:28

I'll attempt to answer your questions:

Question 1 & 2: Is it a right way to train a model? In many articles I found that there is a section to iterate over the DataLoader for training data.

You should use a dataset with a dataloader when training in pytorch for several reasons:

It allows us to sample our data randomly
It doesn't preload data into memory, which is particularly useful for huge datasets
It operates in the background of code so fetches data parallel to training, thus saving time
It's very efficient at batching your data

What you're doing here is seemingly running your model on every element in your data at once. If you only have 32 points in your data this might be fine (although really not optimal because you have such limited data) but there is a balance to strike between running your optimizer and exposing your model to learning opportunities.

I would guess this takes longer because your model is very small and it probably takes longer to run the data fetching than it does when it's already preloaded in memory. It is hard to answer this without knowing the size of your dataset and the batch size of your processing.

Question 3: Is it right way to test the model that I trained above? You need to set your model to its evaluation stage using model.eval() before you run any inference code. I also don't understand the point of your for loop since you just pass through the same data every time. I would generally run something like this:

Source https://stackoverflow.com/questions/67066452

QUESTION

How to optimize mapping hash that contains similar keys and values?

Asked 2020-Nov-29 at 17:12

I've got some constants defined like this

...

ANSWER

Answered 2020-Nov-28 at 09:37

Use Symbols instead of constants.
Don't expose the mapping.

Constants in Ruby are mostly about information hiding. For example, if the key changes from consumer1 to consumer_1 as long as everything accesses the Hash with CONSUMER_1_TYPE you're ok. Why risk it?

Instead, fully hide the Hash. Now that it's hidden, constants are not necessary. Use Symbols.

If all the values are going to be the same, put them into their own methods.

Source https://stackoverflow.com/questions/65047938

QUESTION

How would one Regex Match only the first few characters of a string in Python?

Asked 2020-Jul-05 at 20:22

Let's say I got these strings:

P 1 (BNN-03) Voertuig te water Curacaostraat Groningen 011810 011871 013593 011833

A1 AMBU 18177 Binnendams 3373AE Hardinxveld-Giessendam HARDGD bon 81505

Prio 4(DIA: ja) AMBU 17104 F. Bordewijkstraat 3069WB Rotterdam ROTTDM bon 29230

I've written the following regex to test on them:

...

ANSWER

Answered 2020-Jul-05 at 20:10

You can use slices, change:

Source https://stackoverflow.com/questions/62745730

QUESTION

Why doesn't Python3 fine a json-file which is in the same directory when I use the json.load() method

Asked 2020-Mar-30 at 13:31

I'm learning Python3 and I'm trying to create an object Agent (a custom object) by initiating the attributes of it from a JSON file.

The problem is that when I launch my python file, it does not find the file, which is in the same directory. I checked the name and the is no typo. I don't understand where the problem really is.

Here is my folder structure:

...

ANSWER

Answered 2020-Mar-30 at 13:31

Python opens the file relative to where the script is executed. So if you run the file with project/model.py the json should be outside of the project folder.

If the json is always included on the same folder that your python file you can use the follow code to open the file:

Source https://stackoverflow.com/questions/60931511

QUESTION

What is a better way of handling this type of issue?

Asked 2020-Feb-18 at 18:11

I'm sort of new to iOS development using Swift. So, I might be missing a simple solution in Swift that I'm not aware of. I am working on a tvOS app where I display a list of video content that the user can select from. The app also contains a settings tab that allows the user to configure 5 different types of settings. Once they select a specific category, it displays a new table view with the corresponding options which are in the options array. This is where the "issue" is that I need help.

I have this struct which I'm using as a singleton:

...

ANSWER

Answered 2020-Feb-18 at 18:11

First of all create an enum Category,

Source https://stackoverflow.com/questions/60282026

QUESTION

Keras pretrain CNN with TimeDistributed

Asked 2020-Jan-08 at 11:27

Here is my problem, I want to use one of the pretrain CNN network in a TimeDistributed layer. But I have some problem to implement it.

Here is my model:

...

ANSWER

Answered 2017-Feb-21 at 04:26

My quick solution is a little bit ugly.

I just copied the code of ResNet and added TimeDistributed to all layers and then loaded the weights from a "basic" ResNet on my customized ResNet.

Note:

To be able to analyze sequence of images like this does take a huge amount of memory on the gpu.

Source https://stackoverflow.com/questions/42313412

QUESTION

Read component's property 'style' inside mat-tab show "Cannot read property 'style' of undefined" error message

Asked 2019-Dec-09 at 04:09

Problem

So I have 3 tabs in fruity.component.html, on my last tab I have a component

...

ANSWER

Answered 2019-Dec-06 at 10:47

I am unsure why you access your div through ViewChild and document query. I would advice you to stick with Angular tools rather than mixing up with raw JS queries.

The likely reason why you can't access style is because you are trying to access style of an object which does not reflect your div but something else. I could be more precise if you share your component.ts code, but I would think your ViewChild is typed as ElementRef. If so, you are one level of representation higher than the actual dom reference. You need to access nativeElement of your ElementRef and you should be able to retrieve its style.

If you retrieve a different type of ViewChild - such as any Material specified types - you will need to access first ElementRef from your component reference, then nativeElement and finally its style.

html

Source https://stackoverflow.com/questions/59210259

QUESTION

How to save image on server sent with POST ajax

Asked 2019-Oct-11 at 21:40

I am sending the image through $_POST with ajax to my script. In the $_POST array it shows like:

...

ANSWER

Answered 2019-Sep-19 at 10:20

Try by passing dataType: 'json', & cache: false, into Ajax Call.

Also Add in your form tag enctype="multipart/form-data"

Source https://stackoverflow.com/questions/58008661

QUESTION

Write a function that removes all occurrences of a given letter from a string

Asked 2019-Aug-27 at 12:23

Write a function that removes all occurrences of a given letter from a string:

...

ANSWER

Answered 2019-Aug-27 at 11:53

Your problem is that you modify (remove) a list while you iterate over it. Just put a few print lines into your code to see what it does.

It's better to create a new list and adding only characters that you want to keep:

Source https://stackoverflow.com/questions/57674071

QUESTION

Variable tf.Variable has 'None' for gradient in TensorFlow Probability

Asked 2019-Aug-15 at 14:01

I'm having trouble constructing a basic BNN in TFP. I'm new to TFP and BNNs in general, so I apologize if I've missed something simple.

I can train a basic NN in Tensorflow by doing the following:

...

ANSWER

Answered 2019-Aug-15 at 14:01

I expect it's because you're using TensorFlow 2, are you? It isn't fully supported yet. If so, downgrading to 1.14 should get it working.

Source https://stackoverflow.com/questions/57494638

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

Vulnerabilities

No vulnerabilities reported

Install BNN

You can download it from GitHub.

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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