A collection of Dynare models

Statsmodels: statistical modeling and econometrics in Python

This repository contains the material I use to teach the TA sections for the first-year PhD Macroeconomics course at Boston University (EC702).

📚 Freely available programming books

The "Python Machine Learning (3rd edition)" book code repository

Topics in Advanced Econometrics (ResEcon 703). University of Massachusetts Amherst. Taught by Matt Woerman

Roadmap to becoming an Artificial Intelligence Expert in 2020

The Economist 、New Yorker magazine, free download and subscription for kindle, mobi、epub、pdf format. 经济学人、纽约客杂志电子版下载、免费订阅(kindle推送),支持epub、mobi、pdf格式, 每周更新

《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

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

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Python Data Science Handbook: full text in Jupyter Notebooks

Lecture notes for EC 607

Python 黑魔法手册

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

🎓 List of Udacity Nanodegree programs with links to the free courses in their curricula

The "Python Machine Learning (2nd edition)" book code repository and info resource

Open Machine Learning Course

《统计学习方法》的代码实现

手写实现李航《统计学习方法》书中全部算法

Notes and exercise attempts for "An Introduction to Statistical Learning"

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

ECON 5253: Data Science for Economists, University of Oklahoma (Spring 2020)

Replication of Heterogeneous Agent New Keynesian (HANK) model in MATLAB

学生福利-收集支持教育优惠的软件与服务

Code repository for O'Reilly book

Calibrate, estimate and analyze linearized DSGE models.

Python-centered read-along of Forecasting: Principles and Practice