1033020837/Basic4AI
A study notes repository covering statistical learning methods, machine learning algorithms, and NLP fundamentals with Python code implementations.
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The repository consolidates notes and code on machine learning fundamentals inspired by Hang Li’s Statistical Learning Methods. It includes implementations of classic algorithms such as perceptron, SVM, AdaBoost, GBDT, EM algorithm, and Hidden Markov Models. Content also extends to XGBoost, clustering, deep learning, and NLP topics outside the textbook.
Frequently asked
- What is 1033020837/Basic4AI?
- A study notes repository covering statistical learning methods, machine learning algorithms, and NLP fundamentals with Python code implementations.
- Is Basic4AI open source?
- Yes — 1033020837/Basic4AI is an open-source project tracked on heatdrop.
- What language is Basic4AI written in?
- 1033020837/Basic4AI is primarily written in Python.
- How popular is Basic4AI?
- 1033020837/Basic4AI has 559 stars on GitHub.
- Where can I find Basic4AI?
- 1033020837/Basic4AI is on GitHub at https://github.com/1033020837/Basic4AI.