{"id":21864122,"url":"https://github.com/mathensley/asimpleneuralnetworklib","last_synced_at":"2026-04-19T14:07:09.889Z","repository":{"id":263851632,"uuid":"889982557","full_name":"mathensley/ASimpleNeuralNetworkLib","owner":"mathensley","description":"A simple library in Python for training datasets using neural network models","archived":false,"fork":false,"pushed_at":"2024-11-20T15:58:16.000Z","size":15,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-26T15:28:57.341Z","etag":null,"topics":["deep-learning","neural-networks","numpy","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mathensley.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-11-17T18:14:33.000Z","updated_at":"2024-11-20T15:58:20.000Z","dependencies_parsed_at":"2024-11-26T08:32:37.528Z","dependency_job_id":null,"html_url":"https://github.com/mathensley/ASimpleNeuralNetworkLib","commit_stats":null,"previous_names":["mathensley/asimpleneuralnetworklib"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathensley%2FASimpleNeuralNetworkLib","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathensley%2FASimpleNeuralNetworkLib/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathensley%2FASimpleNeuralNetworkLib/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mathensley%2FASimpleNeuralNetworkLib/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mathensley","download_url":"https://codeload.github.com/mathensley/ASimpleNeuralNetworkLib/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244868035,"owners_count":20523581,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","neural-networks","numpy","python"],"created_at":"2024-11-28T04:07:33.710Z","updated_at":"2026-04-19T14:07:09.845Z","avatar_url":"https://github.com/mathensley.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# A Simple Neural Network Library for Python\n\n## Overview\n\nThis is a simple library I created as part of my studies in deep learning and machine learning. The main goal was to practice key concepts like model initialization, forward propagation, backward propagation, and optimization techniques. It currently supports three models:\n\n1. **Logistic Regression Model**\n2. **Two-Layer Neural Network Model**\n3. **N-Layer Neural Network Model**\n\n**Note**: The library is in an experimental stage and is specifically designed for binary classification problems. A few features for possible future updates:\n\n- Saving and loading model parameters.\n- Support for custom activation functions and loss functions.\n- GPU support using libraries like PyTorch or TensorFlow.\n\n## Prerequisites\n\nBefore installing, ensure you have the following:\n\n- **Python** (Version 3.6 or higher)\n- **pip**\n- **NumPy**\n\n## Installation\n\nTo install the library directly from the GitHub repository, use the following command:\n\n```bash\npip install git+https://github.com/mathensley/ASimpleNeuralNetworkLib.git","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathensley%2Fasimpleneuralnetworklib","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathensley%2Fasimpleneuralnetworklib","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathensley%2Fasimpleneuralnetworklib/lists"}