Repository History
2 repositories tagged with from-scratch
build-your-own-x: Master Programming by Recreating Technologies from Scratch
The build-your-own-x repository is an extensive collection of well-written, step-by-step guides for mastering programming by rebuilding popular technologies from scratch. It encourages deep understanding through practical application, offering tutorials across various domains from operating systems to web servers. This resource is perfect for developers looking to enhance their skills by tackling challenging, hands-on projects.
ML-From-Scratch: Machine Learning Models and Algorithms in NumPy
ML-From-Scratch is a comprehensive GitHub repository offering bare-bones NumPy implementations of fundamental machine learning models and algorithms. It emphasizes accessibility, making complex concepts easier to understand for learners and practitioners. This project covers a wide range of topics, from linear regression to deep learning and reinforcement learning, all implemented from scratch.