AR-Net | A simple Auto-Regressive Neural Network for time-series | Machine Learning library

 by   ourownstory Python Version: 1.2 License: MIT

kandi X-RAY | AR-Net Summary

kandi X-RAY | AR-Net Summary

AR-Net is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. AR-Net 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.

A simple Auto-Regressive Neural Network for time-series
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            kandi-support Support

              AR-Net has a low active ecosystem.
              It has 66 star(s) with 7 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              AR-Net has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of AR-Net is 1.2

            kandi-Quality Quality

              AR-Net has 0 bugs and 55 code smells.

            kandi-Security Security

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

            kandi-License License

              AR-Net is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              AR-Net releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions are available. Examples and code snippets are not available.
              It has 1299 lines of code, 79 functions and 16 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed AR-Net and discovered the below as its top functions. This is intended to give you an instant insight into AR-Net implemented functionality, and help decide if they suit your requirements.
            • Run the AR - net model
            • Test the loss function
            • Evaluate a batch
            • Forwarding layer
            • Train a single batch model
            • Train a mini - batch model
            • Trains the trained model
            • Generate ARMA process data
            • Generate random arams
            • Retrieve AR and AR files
            • Create a filename for a list of values
            • Create a dataset
            • Sample from an array
            • Takes a series of data points into a tabularized dataframe
            • Loads the data
            • Load series data from file
            • Save data to a json file
            • Returns a dictionary with configuration parameters
            • Loads the configuration file
            Get all kandi verified functions for this library.

            AR-Net Key Features

            No Key Features are available at this moment for AR-Net.

            AR-Net Examples and Code Snippets

            No Code Snippets are available at this moment for AR-Net.

            Community Discussions

            QUESTION

            Unable to Deploy ASP.NET Core 2.1 Angular Application To Azure
            Asked 2021-Feb-05 at 16:06

            I have been struggling for many days now to figure out how to deploy my angular and ASP.NET Core application. The project is built using visual studio 2017's ASP.NET Core Web Application Angular template and works correctly in the local environment. The angular app runs and correctly communicates with the API.

            I have tried many different tutorials and blog posts (most notably this one and this one) and I cannot seem to figure it out.

            My current approach is to publish directly from visual studio to an Azure App Service but it appears to fail building the application when publish is clicked. The errors can be seen below in the transcript of the application publishing, I have shortened file paths in the output for ease. These typescript errors also appear when building and running the application through Kestral in a local environment, however, the application works correctly (front and back end) so I never addressed them. Why do these errors break the release build but not the development build?

            ...

            ANSWER

            Answered 2021-Feb-05 at 16:05

            I finally solved the issue of why the API was returning a 500 error whenever a request was sent to it.

            Upon checking the logs in the 'stdout' file using Kudu I spotted the following error:

            Source https://stackoverflow.com/questions/66038036

            QUESTION

            C# and Docker - Can't connect to containerized MySQL server from containerized .NET Core 3.1 Web API
            Asked 2020-Aug-21 at 19:41

            For reference, I tried ideas from the following links to no avail:

            Docker-Compose Unable to connect to any of the specified MySQL hosts Connect to MySQL container from Web Api .Net Core Container? How to get Ip Address?

            I have three containerized apps: mysql@8.0 "exposed" -- for lack of a better term -- behind port 9999; a .NET Core 3.1 WebAPI; and a containerized Angular app. The Angular app can successfully make calls to the WebAPI behind port 5001 just fine. The issue is the web API establishing a connection with the MySQL container, it seems.

            All apps are deployed as containers on my local, development workstation. The web API and MySQL db are being deployed with a single docker-compose.yml which I've shared below. I built a simple image for the front-end application and deployed it from the Docker command line.

            Here is my docker-compose.yml for the API and DB:

            ...

            ANSWER

            Answered 2020-Aug-21 at 19:41

            Your mistake is that from the point of view of the soar-api container, localhost just refers back to the container (in which soar-api is running)... not the server docker is running on (which is the next tier up).

            Instead you should be able to set your connection string to server=db;port=3306;... This is because docker provides a DNS agent that allows you to access containers by name on the same network (which it looks like you've setup correctly with soar-network)

            In practice container db gets an IP (say: A) while container soar-api gets another IP (B). Your connection from B needs to specify the IP address A, which you cannot know unless you configure your docker-compose to specify (you can do this too, but as you've written it docker will handle it for you)

            I imagine you were running your migrations outside on the main server, not from within either container.

            You may not need to expose MySQL on 9999 in your docker-compose if no other services need to directly access it (this is for external computers to connect to the docker-server and access the service).

            Note 127.0.0.1 (any address in the 127.0.0.0/8 space, in fact) is a synonym for localhost. Also ::1/128 (IPv6, if it's enabled)

            Source https://stackoverflow.com/questions/63528646

            QUESTION

            How to POST a file using Curl from Jenkins to a Go server across a Docker net bridge?
            Asked 2020-Feb-17 at 19:16

            As a part of a Jenkins freestyle project I am attempting to execute the following Post Step shell command:

            ...

            ANSWER

            Answered 2020-Feb-17 at 19:16

            In the Jenkins container, curl to 127.0.0.1:9090 will attempt to connect to a service inside the same container, but it looks like you're running this service in another container. You'll probably want to curl to foobar:9090

            Source https://stackoverflow.com/questions/60268352

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

            Vulnerabilities

            No vulnerabilities reported

            Install AR-Net

            After downloading the code repository (via git clone), change to the repository directory (cd AR-Net) and install arnet as python package with pip install .

            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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