acai | Improving Interpolation in Autoencoders | Machine Learning library

 by   brain-research Python Version: Current License: Apache-2.0

kandi X-RAY | acai Summary

kandi X-RAY | acai Summary

acai is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. acai has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Code for the paper "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer" by David Berthelot, Colin Raffel, Aurko Roy, and Ian Goodfellow. This is not an officially supported Google product.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              acai has a low active ecosystem.
              It has 227 star(s) with 32 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 12 have been closed. On average issues are closed in 9 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of acai is current.

            kandi-Quality Quality

              acai has 0 bugs and 0 code smells.

            kandi-Security Security

              acai has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              acai code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              acai is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              acai releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              acai saves you 920 person hours of effort in developing the same functionality from scratch.
              It has 2099 lines of code, 117 functions and 20 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed acai and discovered the below as its top functions. This is intended to give you an instant insight into acai implemented functionality, and help decide if they suit your requirements.
            • Builds the model
            • Upscale x
            • Encoder with leaky_relu
            • Transformer decoder
            • Train the model
            • Evaluate a horizontal line on a horizontal image
            • Evaluate the given function op
            • Compute the accuracy of the given ops
            • Simulate the model
            • Convert a tensor to int32
            • Compute nearest neighbors
            • Bottleneck bottleneck
            • Computes the smoothness of the interpolated lines
            • Compute the smoothness score
            • Find the closest line to the query lines
            • Trains the model
            • Compute accuracy
            • Generate the model
            • Runs the model
            • Embed tensors
            • Compute the model
            • Get latents and labels
            • Performs k - means clustering
            • Generates input lines
            • Start evaluation mode
            • Run training step
            Get all kandi verified functions for this library.

            acai Key Features

            No Key Features are available at this moment for acai.

            acai Examples and Code Snippets

            No Code Snippets are available at this moment for acai.

            Community Discussions

            QUESTION

            How to format this association fetching sequelize
            Asked 2021-Nov-05 at 13:54

            I have an association many to many with two tables, products and orders. In my pivot table i save the id, quantity and price of the product. When I fetch the product i need the name of this product, but to get the name I need to get in the product table. The response of my fetching return like this

            ...

            ANSWER

            Answered 2021-Nov-01 at 15:20

            Maybe you can implement the query without the association but using model.

            Source https://stackoverflow.com/questions/69710076

            QUESTION

            EXCEL: How to automatically add serial number in Excel Table using formula that is immune to filtering / sorting?
            Asked 2021-Sep-22 at 09:55

            I want to create an Excel Table where the first column is the "SL" (serial number) column that starts from 1 and then increases by 1 for each subsequent entry. I want the serial number to automatically increase as I add more rows to the table.

            I have tried using all manners of "=ROWS" functions, all manners of "=COUNTA" functions, and all other functions used in tutorial that I found in the web. None of them are immune from sorting or filtering. That is, if I sort the "Name" column from A to Z, the serial number that was assigned to its respective row entry changes because of how these formulae are written. For example:

            This is the Original List. As you can see, Dragon Fruit's serial number is 1. I have used the "=COUNTA(B$2:[@[NAME]])" function in this example.

            As you can see, when I sorted the "Name" column from A to Z, Dragon Fruit's serial number went from 1 to 2, Acai went from 4 to 1, Guava went from 9 to 3, and so on. But I want the serial numbers to be static and locked to their corresponding "Name".

            Is this possible to do in Excel without manually typing the numbers in the SL column?

            ...

            ANSWER

            Answered 2021-Sep-22 at 09:43

            You could use PowerQuery in Excel to add an index in front.

            1. Remove the ID from your source.
            2. Make your source a table
            3. Import into PowerQuery and add an index
            4. Load the output to another sheet. In this sheet you can filter and sort and everything you want.

            Source https://stackoverflow.com/questions/69281464

            QUESTION

            What the best way to loading data to a cart react js with context api
            Asked 2021-Sep-02 at 21:24

            I have a product with additiones and options, and that options and additional is saved in different array like this,

            ...

            ANSWER

            Answered 2021-Sep-02 at 21:24

            Making the below changes produces the desired result:

            1. Use find instead of filter in getProduto().
            2. Correct typo in getProdutoAdicionaisChecked(). Replace ItensA with Itens.
            3. Modify getProdutos() as shown below. This code iterates over the products in the cart and for each product, fetches the product details, produtoOpcoesChecked and produtoAdicionaisChecked returning all these data within a single object.

            Hence the method returns an array of objects, where object has the consolidated data for each product in the cart.

            Source https://stackoverflow.com/questions/69000199

            QUESTION

            How I can get an index value of a array inside a another array
            Asked 2021-Aug-27 at 16:47

            I have a array in this format

            ...

            ANSWER

            Answered 2021-Aug-27 at 16:37

            I hope this code helping you

            Source https://stackoverflow.com/questions/68956562

            QUESTION

            C++ strange problem: cannot find function member in class
            Asked 2021-Feb-02 at 23:19

            This problem seems very simple but I cannot solve it no matter what I try...
            I have the prototype in the class, there is no duplicate prototypes with the same name nor functions. Yet it can't find it.

            Look at these screenshots to see what I mean

            Here is the class where they are added in the header file

            Here is where I try to use the thing where all the functions and variables pop out doesn't have it.

            As you can see in that image the RemoveParticle function is in the same area as FindTargetEffect function yet it can find the RemoveParticle just fine, and FindTargetEffect it can't.

            If you think it's the defines.. i commented them out and it still doesn't work

            Here is the header class.

            ...

            ANSWER

            Answered 2021-Feb-02 at 23:19

            Problem solved.. I had the same exact header file in a subfolder.

            effect\Effect_Sprite

            and I also had it in the root of the project.

            and the root of the project headers were outdated.

            Source https://stackoverflow.com/questions/65857457

            QUESTION

            Special characters like ç and ã aren't decoded when the text is obtained from a file
            Asked 2020-Dec-17 at 23:37

            I'm learning Python and tried to make a hanging game (literal translation - don't know the real name of the game in English. Sorry.). For those who aren't familiar with this game, the player must discover a secret word by guessing one letter at a time.

            In my code, I get a collection of secret words which is imported from a txt file using the following code:

            ...

            ANSWER

            Answered 2020-Dec-16 at 14:30

            This only happens when using Python 2.x.

            The error is probably because you're printing a list not printing items in the list.

            When calling print(words) (words is a list), Python invokes a special function called repr on the list object. The list then creates a summary representation of the list by calling repr in each child in the list, then creates a neat string visualisation.

            repr(string) actually returns an ASCII representation (with escapes) rather than a suitable version for your terminal.

            Instead, try:

            Source https://stackoverflow.com/questions/65324364

            QUESTION

            acumos AI clio installation fails with "error converting YAML to JSON"
            Asked 2020-Oct-19 at 10:41

            I have been trying to install clio release.

            VM : ubuntu 18.04 16 Cores 32 GB RAM 500 GB Storage.

            Command :

            bash /home/ubuntu/system-integration/tools/aio_k8s_deployer/aio_k8s_deployer.sh all acai-server ubuntu generic

            All most all steps of installation have completed successfully but during "setup-lum", I got below error.

            Error:

            YAML parse error on lum-helm/templates/deployment.yaml: error converting YAML to JSON: yaml: line 36: mapping values are not allowed in this context

            Workaround :

            I was able to get away with these error(tested via helm install --dry-run ) by a. removing "resource, affinity and tolerant blocks b. replace "Release.Name" with actual release value( e.g. license-clio-configmap)

            but when I run the full installation command, those helms charts are updated again.

            Full error :

            ...

            • helm install -f kubernetes/values.yaml --name license-clio --namespace default --debug ./kubernetes/license-usage-manager/lum-helm [debug] Created tunnel using local port: '46109'

            [debug] SERVER: "127.0.0.1:46109"

            [debug] Original chart version: "" [debug] CHART PATH: /deploy/system-integration/AIO/lum/kubernetes/license-usage-manager/lum-helm

            YAML parse error on lum-helm/templates/deployment.yaml: error converting YAML to JSON: yaml: line 36: mapping values are not allowed in this context

            Yaml of deployment.yaml

            ...

            ANSWER

            Answered 2020-Oct-15 at 09:50

            This error was resolved as per Error trying to install Acumos Clio using AIO

            I provided an imagetag:1.3.2 in my actual value.yaml and lum deployment was successful

            in acumos setup there are two copied of setup-lum.sh and values.yaml

            actual :

            ~/system-integration/AIO/lum/kubernetes/value.yaml

            and run time copy

            ~/aio_k8s_deployer/deploy/system-integration/AIO/lum/kubernetes/value.yaml

            Source https://stackoverflow.com/questions/64364292

            QUESTION

            How do i center my images on a slideshow using html? (w3 template)
            Asked 2020-Oct-02 at 21:23

            Im developing a website using Html and Css, and I've been trying to center the images inside the slideshow, I've searched all over stack overflow and countless other websites, yet I still couldn't manage to find any solution or answer that uses code similar to the code that I've written.

            ...

            ANSWER

            Answered 2020-Oct-02 at 20:55

            QUESTION

            How to filter a data.frame by matching a character string?
            Asked 2020-Jul-08 at 17:11

            I have those structures:

            ...

            ANSWER

            Answered 2020-Jul-07 at 22:59

            Using the solution from this answer.

            Source https://stackoverflow.com/questions/62784381

            QUESTION

            how to get json data accroding the 'id' in php
            Asked 2020-May-01 at 14:39

            I want to ask how to get the json array data that I have created and display it according to the id chosen when clicking on the instructor's photo.

            I have an instructor page that contains a list of instructor data, and an instructor's detail page which is a detailed description of the instructor that is clicked from the instructor's page.

            I already have json data, but I can't call the data according to id, which looks like all the data is listed. How do I display data according to the index?

            The error looks like the image below.

            instructor page view

            instructor detail page view

            this is my instructors.php code

            ...

            ANSWER

            Answered 2020-May-01 at 14:39

            You need to filter out your JSON by id using array_filter() so you can show only the specific instructor details by the index value i.e id

            Source https://stackoverflow.com/questions/61544161

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

            Vulnerabilities

            No vulnerabilities reported

            Install acai

            You can download it from GitHub.
            You can use acai 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:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/brain-research/acai.git

          • CLI

            gh repo clone brain-research/acai

          • sshUrl

            git@github.com:brain-research/acai.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link

            Consider Popular Machine Learning Libraries

            tensorflow

            by tensorflow

            youtube-dl

            by ytdl-org

            models

            by tensorflow

            pytorch

            by pytorch

            keras

            by keras-team

            Try Top Libraries by brain-research

            self-attention-gan

            by brain-researchPython

            realistic-ssl-evaluation

            by brain-researchPython

            guided-evolutionary-strategies

            by brain-researchJupyter Notebook

            l2hmc

            by brain-researchJupyter Notebook

            tensorfuzz

            by brain-researchPython