This is a Machine Learning library designed to provide implementations of key algorithms, including:
-Linear Regression
-Polynomial Regression
-Linear Classifier
-Decision Trees
-Support Vector Machine (SVM)
-Neural Network
This project was developed as part of a Machine Learning course under the supervision of Prof. Hedi Tebia.
Features
-Simple and intuitive API for building and training models
-Implementation of core machine learning algorithms
-Customizable hyperparameters for advanced users
Installation
Provide installation instructions if applicable (e.g., via pip or directly from the repository)
Change Log
==========
0.01 (17/11/2024)
-----------------
- First Release
Raw data
{
"_id": null,
"home_page": "https://github.com/louay01/louay_ml_library",
"name": "louay-ml-library",
"maintainer": null,
"docs_url": null,
"requires_python": null,
"maintainer_email": null,
"keywords": "machine learning linear regression linear classifier neural networks decision trees SVM AI",
"author": "Louay El Masri",
"author_email": "masrilouay5@gmai.com",
"download_url": "https://files.pythonhosted.org/packages/8c/77/06689bf4dbbb95684e0a369513af39c6078e1b838361589e85ea80f9b16d/louay_ml_library-0.0.3.tar.gz",
"platform": null,
"description": "This is a Machine Learning library designed to provide implementations of key algorithms, including:\r\n-Linear Regression\r\n-Polynomial Regression\r\n-Linear Classifier\r\n-Decision Trees\r\n-Support Vector Machine (SVM)\r\n-Neural Network\r\n\r\nThis project was developed as part of a Machine Learning course under the supervision of Prof. Hedi Tebia.\r\n\r\nFeatures\r\n-Simple and intuitive API for building and training models\r\n-Implementation of core machine learning algorithms\r\n-Customizable hyperparameters for advanced users\r\n\r\nInstallation\r\nProvide installation instructions if applicable (e.g., via pip or directly from the repository)\r\n\r\nChange Log\r\n==========\r\n\r\n0.01 (17/11/2024)\r\n-----------------\r\n- First Release\r\n",
"bugtrack_url": null,
"license": "MIT",
"summary": "A custom machine learning library containing several models",
"version": "0.0.3",
"project_urls": {
"Homepage": "https://github.com/louay01/louay_ml_library"
},
"split_keywords": [
"machine",
"learning",
"linear",
"regression",
"linear",
"classifier",
"neural",
"networks",
"decision",
"trees",
"svm",
"ai"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "d556754f911c97b980f0a33a9262dca0c23c7446f3216aea90e519bf24051b45",
"md5": "b7856643cf15cff73f731a0a0f8889f1",
"sha256": "d58373d4b39ed29844cbd522a01fa06d26ba8a759cc552066735c935b99c2bf5"
},
"downloads": -1,
"filename": "louay_ml_library-0.0.3-py3-none-any.whl",
"has_sig": false,
"md5_digest": "b7856643cf15cff73f731a0a0f8889f1",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": null,
"size": 23166,
"upload_time": "2024-11-18T15:43:33",
"upload_time_iso_8601": "2024-11-18T15:43:33.695212Z",
"url": "https://files.pythonhosted.org/packages/d5/56/754f911c97b980f0a33a9262dca0c23c7446f3216aea90e519bf24051b45/louay_ml_library-0.0.3-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "8c7706689bf4dbbb95684e0a369513af39c6078e1b838361589e85ea80f9b16d",
"md5": "981f71bbea52222e8512ff10f1bd5fab",
"sha256": "557031f95b1e435ddb982a3e8f401ea08fe43af4eece700a9cd8a554caa7fe14"
},
"downloads": -1,
"filename": "louay_ml_library-0.0.3.tar.gz",
"has_sig": false,
"md5_digest": "981f71bbea52222e8512ff10f1bd5fab",
"packagetype": "sdist",
"python_version": "source",
"requires_python": null,
"size": 7013516,
"upload_time": "2024-11-18T15:43:35",
"upload_time_iso_8601": "2024-11-18T15:43:35.989215Z",
"url": "https://files.pythonhosted.org/packages/8c/77/06689bf4dbbb95684e0a369513af39c6078e1b838361589e85ea80f9b16d/louay_ml_library-0.0.3.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-11-18 15:43:35",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "louay01",
"github_project": "louay_ml_library",
"github_not_found": true,
"lcname": "louay-ml-library"
}