《统计学习方法》的代码实现

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial…

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深度学习入门教程, 优秀文章, Deep Learning Tutorial

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly wit…

This repository contains notebooks for understanding some concepts of statistics and econometrics that can be helpful in data science

陈强高级计量经济学笔记，使用python、matlab实现各模型估计

Statsmodels: statistical modeling and econometrics in Python

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Self-study on Larry Wasserman's "All of Statistics"