https://github.com/silverousblack/chaos-intelligence

A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.
https://github.com/silverousblack/chaos-intelligence

chaos-theory keras

Last synced: 28 days ago
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A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.

• Host: GitHub
• URL: https://github.com/silverousblack/chaos-intelligence
• Owner: SilverousBlack
• License: mit
• Created: 2022-01-24T11:51:53.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-02-16T10:40:43.000Z (over 2 years ago)
• Last Synced: 2024-10-11T04:41:18.148Z (28 days ago)
• Topics: chaos-theory, keras
• Language: Python
• Homepage:
• Size: 124 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Chaos-Intelligence

A Layer API built on top of `tensorflow.keras` Functional API. Allows application of chaos theory deterministic functions to neural networks.

A dataset is said to be deterministic chaotic when:

1. Sensitive to initial conditions;

2. Topologically transistive; and

3. Have dence periodic orbits

![Chaos Dynamics Image]()

The API can be thought as an API that is used to specialize a model for a specific chaotic data model. It provides tools to make dynamically changing layers; responsive to the deterministic function.