SimpleNode

Name	SimpleNode JSON
Version	0.32 JSON
	download
home_page	https://github.com/Rkaid0/SimpleNode
Summary	Package for working with Neural Networks for small projects
upload_time	2023-12-16 21:11:11
maintainer
docs_url	None
author	Artyom Yesayan
requires_python
license	MIT
keywords	neuralnetwork gradientdescent ai
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # SimpleNode

SimpleNode is a small package for working with Neural Networks in python

## Features

- Easily create a Neural Network
- Create Labled Data
- Train the Neural Network using Labled Data
- Save trained models
- Load previously saved models
- Make predictions with new inputs

## Example

```
from NeuralNetwork import NeuralNetwork

// Sample XOR dataset
x = [[0, 0], [0, 1], [1, 0], [1, 1]]
y = [[0, 1], [1, 0], [1, 0], [0, 1]]

Network = NeuralNetwork([2, 3, 2])

// Params: trainDataX, trainDataY, epochs, reportFreq
Network.Learn(x, y, 10, 1)

// Save Network
Network.SaveNetwork("MyNetwork.csv")

// Predict
print( Network.Predict([1, 0]) )
```

Created by Artyom Yesayan

            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/Rkaid0/SimpleNode",
    "name": "SimpleNode",
    "maintainer": "",
    "docs_url": null,
    "requires_python": "",
    "maintainer_email": "",
    "keywords": "NeuralNetwork,GradientDescent,AI",
    "author": "Artyom Yesayan",
    "author_email": "yesart8@gmail.com",
    "download_url": "https://files.pythonhosted.org/packages/df/02/25372a92696fd9238eeb55edf257be2f85e9ed8761b9d015f0d932352c7d/SimpleNode-0.32.tar.gz",
    "platform": null,
    "description": "# SimpleNode\n\nSimpleNode is a small package for working with Neural Networks in python\n\n## Features\n\n- Easily create a Neural Network\n- Create Labled Data\n- Train the Neural Network using Labled Data\n- Save trained models\n- Load previously saved models\n- Make predictions with new inputs\n\n## Example\n\n```\nfrom NeuralNetwork import NeuralNetwork\n\n// Sample XOR dataset\nx = [[0, 0], [0, 1], [1, 0], [1, 1]]\ny = [[0, 1], [1, 0], [1, 0], [0, 1]]\n\nNetwork = NeuralNetwork([2, 3, 2])\n\n// Params: trainDataX, trainDataY, epochs, reportFreq\nNetwork.Learn(x, y, 10, 1)\n\n// Save Network\nNetwork.SaveNetwork(\"MyNetwork.csv\")\n\n// Predict\nprint( Network.Predict([1, 0]) )\n```\n\nCreated by Artyom Yesayan\n",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "Package for working with Neural Networks for small projects",
    "version": "0.32",
    "project_urls": {
        "Download": "https://github.com/Rkaid0/SimpleNode/archive/refs/tags/v_0.1.tar.gz",
        "Homepage": "https://github.com/Rkaid0/SimpleNode"
    },
    "split_keywords": [
        "neuralnetwork",
        "gradientdescent",
        "ai"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "84d0698fb1ad4e0e97f043d3015617022b0161e4c637fad294805b0093525625",
                "md5": "af210462180fdc51c7413ddcb89396a5",
                "sha256": "2c21144654933282af211cf0575f833f8aa1963673a6a623b06b468d88e58a31"
            },
            "downloads": -1,
            "filename": "SimpleNode-0.32-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "af210462180fdc51c7413ddcb89396a5",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 5394,
            "upload_time": "2023-12-16T21:11:09",
            "upload_time_iso_8601": "2023-12-16T21:11:09.494358Z",
            "url": "https://files.pythonhosted.org/packages/84/d0/698fb1ad4e0e97f043d3015617022b0161e4c637fad294805b0093525625/SimpleNode-0.32-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "df0225372a92696fd9238eeb55edf257be2f85e9ed8761b9d015f0d932352c7d",
                "md5": "ed9876623dd1e065b49cfd346831ea97",
                "sha256": "61bd30b63ab1f03ad77360f298489347d26a6dfc41f66ba508dd972373e551f9"
            },
            "downloads": -1,
            "filename": "SimpleNode-0.32.tar.gz",
            "has_sig": false,
            "md5_digest": "ed9876623dd1e065b49cfd346831ea97",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 4228,
            "upload_time": "2023-12-16T21:11:11",
            "upload_time_iso_8601": "2023-12-16T21:11:11.033550Z",
            "url": "https://files.pythonhosted.org/packages/df/02/25372a92696fd9238eeb55edf257be2f85e9ed8761b9d015f0d932352c7d/SimpleNode-0.32.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-12-16 21:11:11",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "Rkaid0",
    "github_project": "SimpleNode",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "lcname": "simplenode"
}