{"id":15066246,"url":"https://github.com/allenvox/neural","last_synced_at":"2026-01-02T20:33:04.960Z","repository":{"id":255503244,"uuid":"851442746","full_name":"allenvox/neural","owner":"allenvox","description":"Workspace for Neural Networks class","archived":false,"fork":false,"pushed_at":"2025-06-15T15:43:57.000Z","size":16478,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-15T16:39:52.540Z","etag":null,"topics":["jupyter-notebook","neural-networks","numpy","python","pytorch","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":false,"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/allenvox.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,"zenodo":null}},"created_at":"2024-09-03T05:32:46.000Z","updated_at":"2025-06-15T15:44:00.000Z","dependencies_parsed_at":"2024-09-05T21:04:10.932Z","dependency_job_id":"df0e8a19-535f-4c7b-ba9d-2f1605a62b45","html_url":"https://github.com/allenvox/neural","commit_stats":{"total_commits":13,"total_committers":1,"mean_commits":13.0,"dds":0.0,"last_synced_commit":"0f1446f719cf03dd40624b7656ea828d01265866"},"previous_names":["allenvox/neural"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/allenvox/neural","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allenvox%2Fneural","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allenvox%2Fneural/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allenvox%2Fneural/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allenvox%2Fneural/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/allenvox","download_url":"https://codeload.github.com/allenvox/neural/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/allenvox%2Fneural/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":284818571,"owners_count":27068110,"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","status":"online","status_checked_at":"2025-11-17T02:00:06.431Z","response_time":55,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["jupyter-notebook","neural-networks","numpy","python","pytorch","tensorflow"],"created_at":"2024-09-25T01:04:19.200Z","updated_at":"2025-11-17T03:31:44.260Z","avatar_url":"https://github.com/allenvox.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Neural Networks and PyTorch Projects\n\n![Github last commit](https://img.shields.io/github/last-commit/allenvox/neural)\u003cbr\u003e\n\nThis repository contains various assignments and projects related to neural networks, machine learning, and data processing using **PyTorch**. The primary focus is on exploring and implementing foundational concepts such as neural networks, activation functions, and data manipulation techniques.\n\n## Technologies Used\n\n- **Python**: The main programming language used for all implementations.\n- **PyTorch**: A deep learning framework used for building, training, and evaluating neural networks.\n- **Torchvision**: A library that provides easy access to popular datasets like MNIST and utilities for working with image data.\n- **NumPy**: For numerical computations and data manipulation.\n- **Jupyter Notebooks**: For interactive coding and detailed explanations of the tasks.\n\n## Setup\n\nTo run the code and work with the notebooks, you'll need to install Python and the necessary libraries. Follow the steps below:\n\n1. Clone the repository:\n\n    ```bash\n    git clone https://github.com/allenvox/neural\n    cd neural\n    ```\n\n2. Install the required dependencies:\n\n    ```bash\n    python -m pip install torch torchvision numpy jupyterlab matplotlib\n    ```\n\n## Usage\n\n- The repository contains code files and Jupyter notebooks for various assignments.\n- Each notebook or `.py` file is self-contained and focuses on specific concepts related to neural networks or tensor manipulation.\n- You can run the notebooks or scripts locally to explore the implementations.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallenvox%2Fneural","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fallenvox%2Fneural","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallenvox%2Fneural/lists"}