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AI-ML Project Template
GitHub issues GitHub forks GitHub stars PRs Welcome

Objective: A simple and well-desgined template structure to start a machine learning/deep learning based projects. The template provides a basic directory structure with additional files (like notebooks/BOILERPLATE.ipynb to perform EDA. In addition, the template is desgined such that code can be deployed into production. Quickly get started working on the code, and prepare documentation as highlighted below. To understand more about the template check HOWTO.md file.


AI-ML ๐Ÿง  is an extremely fast growing environment where millions of new commits ๐Ÿ‘๏ธ and thousands of users ๐Ÿ‘จ ๐Ÿ‘ฉ are actively engaging on a daily basis ๐Ÿ“†. To start a new project ๐Ÿ“ฆ, one should generally setup a basic project structure with some default branches and files. GitHub Templates solves this by setting up a template from an existing repositories. The template ๐Ÿงพ provides minimalistic approach to quickly start a machine learning/artificial intelligence project. โš™๏ธ

For more information ๐Ÿ’ก on how to use this template and getting started, check HOWTO. Feel free to use the template as it suits you! ๐Ÿš€ Would be great, if you ๐Ÿ”— put a link to my template, if you use this repository!

โœ๏ธ Project Name

โœ๏ธ Please add/modify the project details on your first project start, as documentation is important and let end user have proper knowledge! ๐ŸŽฏ Start by editing all the sections/paragraphs marked with "โœ๏ธ".

Client Name: โœ๏ธ client name (client details/informations) ๐Ÿข

Explorative Results

โœ๏ธ The template can also be used in creating research papers ๐Ÿ“–, white paper ๐Ÿ“, summary report ๐Ÿ“œ, production level codes ๐Ÿ†, etc. Necessary explorative results ๐ŸŽ‰ can be documented in this section.

Report Link: โœ๏ธ report link ๐Ÿ“•

Modelling Results

โœ๏ธ Information about the used models/engines/agents and their performance can be documented here โœจ. An AI/ML trained model can be stored in their respective directories.

Report Link: โœ๏ธ report link ๐Ÿ“’

Configurations

โœ๏ธ A config directory is available to store and configure project with variables, values and/or other informations related to project template.

Project Deployment and Planning

๐Ÿ”– Relevant information related to project deployment, planning, production ready code. For more information โ‰๏ธ on individual version check CHANGELOG. โœ”๏ธ

LICENSE & Contributions

๐Ÿท๏ธ A CONTRIBUTING.md file, in your open source repository or site, provides potential project contributors with a short guide to how they can help with your project or study group. It is convention to capitalize the word "contributing" as the file title, and to save it as a resource in markdown (hence the extension .md) (source). โœ๏ธ For LICENSE create or add your own file as LICENSE.

Resources

๐Ÿ“‡ Documentation and/or Resources for your codes, and other mentions can be included in this section! ๐Ÿ”‘

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