# PyKoopman-AE

Python package `PyKoopman-AE` for the data-driven identification of the Koopman Operator-based models for dynamical systems using autoencoders.

## Installation

You can install `PyKoopman-AE` from PyPI using pip. 

### Prerequisites

Ensure you have Python>=3.7 installed. You can download Python from the official [Python website](https://www.python.org/downloads/).

### Using pip

To install the package, run the following command in your terminal:

```sh
pip install pykoopman-ae
```
### From Source

Alternatively, you can clone the repository and install it from the source:

1. Clone the repository:
```sh
git clone https://github.com/SuchethShenoy/pykoopman-ae.git
```
2. Navigate to the package directory:
```sh
cd pykoopman_ae
```
3. Install the package using pip:
```sh
pip install .
```

## Usage

Refer to this [tutorial](tutorial/tutorial.ipynb) to get started.

## License
This project is licensed under the MIT License. See the LICENSE file for details.

## Contact
For any questions or suggestions, please open an issue or contact the repository owner at [sucheth17@gmail.com].

Thank you for using `PyKoopman-AE`!


Python package PyKoopman-AE for the data-driven identification of the Koopman Operator-based models for dynamical systems using autoencoders.

pykoopman-ae

suchethshenoy

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Ambiguous License Classifier

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Bad semver

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Bad dependency semver

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Bidirectional unicode control characters

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Bin script confusion

This Chrome extension includes content scripts that execute JavaScript on specified websites.

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Chrome Extension Content Script

This Chrome extension requests host permissions to access specific websites or domains.

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Chrome Extension Host Permission

This Chrome extension requests permissions to access browser APIs, user data, or system features.

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Chrome Extension Permission

This Chrome extension requests wildcard host permissions that grant broad access to websites.

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Chrome Extension Wildcard Host Permission

Semantic versions published out of chronological order.

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Chronological version anomaly

Project maintainer's SSH key has been compromised.

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Compromised SSH key

(Experimental) Copyleft license information was found.

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Copyleft License

Contains a Critical Common Vulnerability and Exposure (CVE).

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Title

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High CVE

Uses debug, reflection and dynamic code execution features.

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Debug access

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Deprecated

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Deprecated license

Package name is similar to other popular packages and may not be the package you want.

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Possible typosquat attack

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Dynamic require

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Empty package

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Name

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File dependency

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Filesystem access

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Wildcard dependency

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Git dependency

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GitHub dependency

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AI-detected potential code anomaly

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AI-detected possible typosquat

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AI-detected potential malware

AI has determined that this package may contain potential security issues or vulnerabilities.

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AI-detected potential security risk

Contains native code (e.g., compiled binaries or shared libraries). Including native code can obscure malicious behavior.

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Native code

Contains high entropy strings. This could be a sign of encrypted data, leaked secrets or obfuscated code.

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High entropy strings

Contains unicode homoglyphs which can be used in supply chain confusion attacks.

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Unicode homoglyphs

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HTTP dependency

Install scripts are run when the package is installed. The majority of malware in npm is hidden in install scripts.

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Install scripts

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Invalid manifest file

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Invisible chars

(Experimental) Package license has recently changed.

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License exception

This package is not allowed per your license policy. Review the package's license to ensure compliance.

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License Policy Violation

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Long strings

Package has recently undergone a major refactor. It may be unstable or indicate significant internal changes. Use caution when updating to versions that include significant changes.

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Major refactor

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Known malware

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Manifest confusion

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Medium CVE

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Low CVE

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Mixed license

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Modified license exception

(Experimental) Package contains a modified version of an SPDX license. Please read carefully before using this code.

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Modified license

What is network access?

Network access

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What is new author?

New author

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Why is contributor and author data important?

No contributors or author data

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No bug tracker

(Experimental) License information could not be found.

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No README

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pykoopman-ae

PyKoopman-AE

Installation

Prerequisites

Using pip

From Source

Usage

License

Contact

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