supervised-learningpowell-clark
ADDEDAn educational repository teaching supervised machine learning from first principles using Python, covering mathematical foundations and practical implementations.
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THE FIRST COLLECTIONTopic: scikit-learn清除
strata-mojoethqnol
ADDEDStrata is a native machine learning and linear algebra library written in Mojo, offering scikit-learn-compatible estimators, dense/sparse matrix containers, zero-copy serialization, and composable pipelines with SIMD and LAPACK acceleration.
ml-for-beginnersmicrosoft
ADDEDMicrosoft's free 12-week, 26-lesson curriculum for learning classic machine learning with Scikit-learn. Includes quizzes, hands-on projects, assignments, Python and R lessons, and multi-language translations.
An educational machine learning project that classifies online payment transactions as legitimate or fraudulent. It preprocesses a transaction dataset, encodes and scales features, then trains and evaluates Logistic Regression, Decision Tree, and Random Forest models with Python, pandas, NumPy, and scikit-learn.
pycaretpycaret
ADDEDPyCaret 4.0 is an open-source, self-hosted AutoML platform for Python: a sklearn-native engine plus a FastAPI control plane and React UI, runnable locally with a single docker compose command.