CNN-TA | Algorithmic Financial Trading with Deep Convolutional | Machine Learning library

by omerbsezer Java Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | CNN-TA Summary

CNN-TA is a Java library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Keras applications. CNN-TA has no bugs, it has no vulnerabilities and it has low support. However CNN-TA build file is not available. You can download it from GitHub.

Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach: A novel algorithmic trading model CNN-TA using a 2-D convolutional neural network based on image processing properties.

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Quality

Security

License

Reuse

Support

CNN-TA has a low active ecosystem.

It has 29 star(s) with 16 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

There are 2 open issues and 0 have been closed. On average issues are closed in 107 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of CNN-TA is current.

Quality

CNN-TA has 0 bugs and 0 code smells.

Security

CNN-TA has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

CNN-TA code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

CNN-TA does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

CNN-TA releases are not available. You will need to build from source code and install.

CNN-TA has no build file. You will be need to create the build yourself to build the component from source.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

kandi has reviewed CNN-TA and discovered the below as its top functions. This is intended to give you an instant insight into CNN-TA implemented functionality, and help decide if they suit your requirements.

Creates and prints the training file
Performs phase processing
Run phase process
Run Spark SQL basic phase
Auxiliary method for testing
Converts the input board into a CSV file
Helper method to shift labels up in an array
Main entry point
Calculate sharpa ratio
Calculates the covariance
Main method for testing
Returns the value of the indicator at the given index
Calculates the price of the price of a price and returns the price of the price of the price of the price of the price of price adjustment
Calculates the squared average
Calculates the cumulative price of a price
Main method
Calculates the variance
Command line parser
Calculates the index value at the given index
Entry point for the series
Main method for testing
Calculates the price of the curve at the given index
Entry point for testing
Main function for testing
Relabel data
Demonstrates how to chart the tick rates

Get all kandi verified functions for this library.

CNN-TA Key Features

No Key Features are available at this moment for CNN-TA.

CNN-TA Examples and Code Snippets

No Code Snippets are available at this moment for CNN-TA.

Community Discussions

Trending Discussions on CNN-TA

Target Labeling Using Sliding Window On Stock Data In Python

QUESTION

Target Labeling Using Sliding Window On Stock Data In Python

Asked 2021-Aug-19 at 17:23

I'm trying to label BUY, SELL, and HOLD values to the closing stock prices based on the algorithm I found in a paper. I'm not quite able to figure out the error I'm getting. I'd very much appreciate your help. Thank you.

Algorigthm:

[EDITED]

My implementation:

...

ANSWER

Answered 2021-Aug-19 at 07:01

You need to initialize mins, maxs, min_idx and max_idx with appropriate values before the main loop.

In your case if max_idx == occurs earlier than any max_idx assignment

Edit after questing change:

Seems in Python you can make similar behavior replacing the whole for-loop with:

Source https://stackoverflow.com/questions/68826530

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

Vulnerabilities

No vulnerabilities reported

Install CNN-TA

You can download it from GitHub.
You can use CNN-TA like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the CNN-TA component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .

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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