statistical-learning

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

A collection of research papers on decision, classification and regression trees with implementations.

[PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods