pagi | Tensorflow framework for building a selective memory system | Machine Learning library
kandi X-RAY | pagi Summary
kandi X-RAY | pagi Summary
A framework based on TensorFlow, developed and maintained by ProjectAGI, for building a selective memory system based on convolutional, hierarchical sparse autoencoder-like components. The objective of this project is to create general purpose Machine Learning algorithms inspired by neuroscience. Our philosophy is to build components that can learn in an unsupervised manner and rely on local (as opposed to long range) error signals. The framework comes built-in with multiple datasets (e.g. MNIST, Omniglot, smallNORB), multiple components (e.g. convolutional k-sparse autoencoder), and the base workflow to train and test components. These foundations can be built upon in your own custom projects through class inheritance.
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Top functions reviewed by kandi - BETA
- Default decoders
- Get a sub - component by name
- Return the value associated with the given name
- Append new features to the dataset
- Classify an experiment
- Calculate training and test features
- Format the data
- Set up logging
- Check the similarity of the data
- Create histogram summary
- Read the embedding matrix
- Build summaries
- Unpools a tensor
- Create a sparse matrix from corpus data
- Build the filters
- R degrade an image
- Exports the experiment data
- Add summaries to summaries
- Build the encoder
- Create a Word2Vec
- Connects the convolutional layer
- R degrade a tensor
- Fast conditional probability
- Build the filter
- Runs an experiment
- Compute the likelihood probability for a given token
pagi Key Features
pagi Examples and Code Snippets
Community Discussions
Trending Discussions on pagi
QUESTION
@pagy is returning nil in my view (#).
It works as expected in the console:
...ANSWER
Answered 2022-Apr-01 at 15:01@pagy needs to be called before your erb call.
Like this:
QUESTION
I'm trying to make a bot that will send a random message from an array using cron.
Here is my code:
...ANSWER
Answered 2022-Mar-22 at 12:21So the easiest way to do this requires two files. One file we are going to call listPesan.json and in that file we will have this text:
QUESTION
please help me to make this string "SeLamAT PAGi semua halOo"
become this "Selamat Pagi Semua Haloo"
i lil bit confuse make a function
...ANSWER
Answered 2022-Feb-08 at 16:46I've recently solved this problem, what I ended up using for this purpose is a regex.
Single line solution
QUESTION
How to show/hide elements depending on the current Hour?
- show 1st SPAN from 12:00 to 14:00 (Hide other spans)
- show 2nd SPAN from 17:00 to 03:00 (Hide other spans)
- show 3rd SPAN from 07:00 to 10:00 (Hide other spans)
Attempt
...ANSWER
Answered 2021-Jul-28 at 08:47you are using same time for pagi, siang and malam. So you can do it with single vairable in following way.
QUESTION
I tried styling a website and when I press TAB to go through the buttons a strange highlight occurred. it supposed to be just the border of the button, but in the image provided it does not look that way. I would be happy if you could let me know why. Here are the css and the html iamges of the code/design.
...ANSWER
Answered 2021-Dec-28 at 14:16This is because of the this renders a space, which also has a height even tough you can't see it.
So when you select the button, you also select the text inside.
Two solutions for your problem: Remove the space (like I did with the first button) or set the overflow: hidden to the button, so that text doesn't overflow the container.
QUESTION
I am using the Ransack gem, I have a patient model, I am following the documentation, and I cannot get it to work. I have also seen many blogs about it but nothing is working for me. Hope someone can help me I show the code of the view and the controller
my controller:
...ANSWER
Answered 2021-Dec-04 at 06:06so I'm happy I came across this post. I have been using kaminari for years and had no idea about pagy and now I'm excited to try it!
My experience is with kaminari, so I had to google usage with pagy. It looks like to me you need to pass the entire query to the pagy method.
ie:
@pagy, @patients = pagy(Patient.ransack(params[:q]).result(distinct: true))
Hopefully that works!
QUESTION
I have such a report that generated by DOMPDF and created with Laravel. I want to display text, one in text-align: left, and another one in text-align: right (both in a same line). But it's not working in my code.
...ANSWER
Answered 2021-Oct-18 at 07:27It's because of your table width.
You can do like:
QUESTION
I am working on data annotations. Data is taken from tweets. Here is the sample rows I am working with. I've been annotating about 5000 data with this format. NonEnglish column is used when I found a text (tweet) that are not written in English.
ID Text Sentiment Sadness Love Anger Joy Fear NonEnglish 1 I am sad 2 1 0 0 0 0 0 2 I am happy 1 0 0 0 1 0 0 3 Selamat pagi 0 0 0 0 0 0 1 4 Selamat siang 0 0 0 0 0 0 1The requirement suddenly changes. At first, I have to fill all column with 0 (sentiment, sadness, love, anger, joy, fear) if I found tweet with non-English language and fill non-English with 1, but now I have to leave all the cells blank (except non-English) if I found tweet with non-English language. It should look like this now with the new requirement.
ID Text Sentiment Sadness Love Anger Joy Fear NonEnglish 1 I am sad 2 1 0 0 0 0 0 2 I am happy 1 0 0 0 1 0 0 3 Selamat pagi 1 4 Selamat siang 1It is not possible to edit this manually because of the data amount and time pressure, so I plan to use Python's DataFrame to fix this. Is there any way I can accomplish this? Excel sample is attached here.
...ANSWER
Answered 2021-Oct-08 at 16:22Assuming your dataframe is called df you could do something like this:
QUESTION
I have this dataset and I'm trying to make Bag of Words out of it using sklearn CountVectorizer, but it throws me this error
ValueError: The truth value of a Series is ambiguous. Use a.empty, a.bool(), a.item(), a.any() or a.all().
How can I fix this?
Here's my code :
...ANSWER
Answered 2021-Sep-14 at 07:26I think Token is supposed to be a collection of string and you are not supposed to pass Token to CountVectorizer() when creating a CountVectorizer object. Please refer to an example usage of CountVectorizer() below (https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.CountVectorizer.html).
QUESTION
I'm using Searchkick with the Pagy gem to paginate my search results and it works great if I'm only searching and paginating on one model, but I can't figure out how to do this with Pagy when I need to combine multiple models into one set of Searchkick search results.
I tried using Pagy's "array extra" to combine all the the individual Searchkick model queries into an array and then loop through the results in the view, but that did not return any search results.
Here's the controller code that works for a single model:
...ANSWER
Answered 2021-Jun-25 at 03:13You can put this in the pagy initializer:
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