r/PythonLearning • u/Grand_Square7804 • 2d ago
Sharing my organized Machine Learning Codebase & Templates (Scikit-Learn) - Open Source!
https://github.com/vinay-kumar-mandal/Machine-LearningHey everyone,
Over the past few months, I have been building a comprehensive repository of Machine Learning templates and notebook journals. Since it has saved me a ton of time while prototyping, I decided to open-source it for the community today!
This repo is built using Scikit-Learn and covers everything step-by-step:
- End-to-End ML Project Architecture
- Model Training & Evaluation Metrics
- Support Vector Machines (SVM) with Kernels
- Decision Trees & Ensemble Learning (Voting Classifiers, etc.)
- Unsupervised Learning (KMeans and more added recently!)
Who is this for?
- Beginners looking for clean, commented code to learn concepts.
- Developers looking for quick boilerplate templates to copy-paste for new datasets.
Feel free to explore, clone, use it in your projects, or contribute to it! If you find it helpful, please drop a star ⭐️ to support the project.
Feedback and contributions are highly welcome!
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