xiaoyaoyou116's repositories
Economics-favorites
经济学相关资源
appelpy
Applied Econometrics Library for Python
awesome-economics
A curated collection of links for economists
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
BDA_py_demos
Bayesian Data Analysis demos for Python
data_mining_models
Basic data mining model, including feature importance display
dolo.py
Economic modelling in python
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
machine-learning-course
:speech_balloon: Machine Learning Course with Python:
machine_learning_beginner
机器学习初学者公众号作品
microeconometrics
introductory course to microeconometrics on the graduate level
mostly-harmless-replication
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Spring2020
Repository for the Spring 2020 Computational Social Science Workshop
TeachYourselfCS-CN
TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
textmining-workflow
Workflow for downloading Twitter JSON data, parsing to CSV, and adding sentiment metrics with TextBlob. Tutorial with YouTube clips available on website.