https://github.com/suign/neurons.me
A dynamic modulator system for neural networks.
https://github.com/suign/neurons.me
cryptography deeplearning javascript utils
Last synced: 10 months ago
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A dynamic modulator system for neural networks.
- Host: GitHub
- URL: https://github.com/suign/neurons.me
- Owner: suiGn
- License: mit
- Created: 2022-05-17T03:33:15.000Z (about 4 years ago)
- Default Branch: main
- Last Pushed: 2024-06-04T05:07:10.000Z (about 2 years ago)
- Last Synced: 2024-12-11T20:43:51.485Z (over 1 year ago)
- Topics: cryptography, deeplearning, javascript, utils
- Language: JavaScript
- Homepage: https://suign.github.io/neurons.me/
- Size: 163 MB
- Stars: 6
- Watchers: 4
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## NEURONS.ME
-----------
### The Main Steps for Building a Neural Network are:
1. Define de model structure (such as number of input features).
2. Initialize the model´s parameters.
3. Loop:
* Calculate current loss (foward propagation).
* Calculate current gradient (backward propagation).
* Update parameters (gradient descent).
----------
**Welcome to neurons.me,** a modular framework designed for the creation and management of **neural networks**. Offering developers the ability to define and orchestrate artificial neurons, neural networks, and layers with extensive customization options in JS.
## Installation
Integrate neurons.me into your project with ease:
```bash
npm i neurons.me
```
# Integrating With All.This
**neurons.me** is built to work in tandem with [all.this](https://neurons.me/all-this), leveraging its data structuring benefits to provide a foundation for **neural network** training and inference.
**Modularity and Independence**: By integrating **neurons.me** with these modules, developers can harness a unified approach to data processing, **neural network construction**, and machine learning.
**Please refer** to https://neurons.me to learn more about the whole ecosystem.
-------
## Looking Forward
As we continue to develop **neurons.me,** our goal is to establish a transparent, adaptive, and impactful framework that not only stands on its own in the realm of neural network development but also complements and extends the functionalities within the **all.this** library. Stay connected for future updates and enhancements.
Engage with us, contribute, or raise issues as we collectively shape **neurons.me** to be an integral part of the **neural network and data processing communities** within the **[all.this](https://www.neurons.me/all-this)** ecosystem.
----------
# About All.This
## Modular Data Structures:
**[this.me](https://suign.github.io/this.me) - [this.audio](https://suign.github.io/this.audio) - [this.text](https://suign.github.io/this.text) - [this.wallet](https://suign.github.io/this.wallet) - [this.img](https://suign.github.io/this.img) - [this.pixel](https://suign.github.io/Pixels) - [be.this](https://suign.github.io/be.this) - [this.DOM](https://suign.github.io/this.DOM) - [this.env](https://suign.github.io/this.env/) - [this.GUI](https://suign.github.io/this.GUI) - [this.be](https://suign.github.io/this.be) - [this.video](https://suign.github.io/this.video) - [this.atom](https://suign.github.io/this.atom) - [this.dictionaries](https://suign.github.io/this.dictionaries/)**
**Each module** in **[all.this](https://neurons.me/all-this)** represents a specific **datastructure**. These classes encapsulate the functionalities and **data specific to their domain.**
## **Utils**
**[all.this](https://neurons.me/all-this)** not only aggregates these modules but also provides utilities to facilitate the integration, management, and enhancement of these data structures. **For example:**
*The integration with [cleaker](https://suign.github.io/cleaker/) ensures each module instance has a **unique cryptographic identity**, enhancing security and data integrity.*
### Neurons.me Ecosystem Glossary:
visit: [Neurons.me Glossary](https://suign.github.io/neurons.me/Glossary)
## License & Policies
- **License**: MIT License (see LICENSE for details).
- **Privacy Policy**: Respects user privacy; no collection/storage of personal data.
- **Terms of Usage**: Use responsibly. No guarantees/warranties provided. [Terms](https://www.neurons.me/terms-of-use) | [Privacy](https://www.neurons.me/privacy-policy)
**Learn more** at https://neurons.me
**Author:** SuiGn
[By neurons.me](https://neurons.me)
**Happy Coding!**