Han Chen's repositories
3D-Visulization-of-Individulized-Optimal-Policy
This is the daily 3D visualization of individualized optimal treatment conditional on the reading state input
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
EconML
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 goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Tensile-Discounts-in-Storewide-Sales
Monte Carlo simulations of the storewide sale tensile discount policy
AlgorithmsPythonImplementation
All Algorithms implemented in Python
applied-methods-phd
Repo for Yale Applied Empirical Methods PHD Course
awesome-causality-algorithms
An index of algorithms for learning causality with data
dermatoscopy_resnet34_nmed_2020
Research model for classification and feature extraction of dermatoscopic images
DQN-DDQN-Dueling_networ-D3QN-_for_JSP
pytorch implementation of DQN/DDQN/Dueling_networ/D3QN for job shop scheudling problem
DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
Intro-Cultural-Analytics
Introduction to Cultural Analytics & Python, course website and online textbook powered by Jupyter Book
lecture-python.notebooks
Notebooks for https://python.quantecon.org
LeetCode-Py
⛽️「算法通关手册」：超详细的「算法与数据结构」基础讲解教程，从零基础开始学习算法知识，800+ 道「LeetCode 题目」详细解析，200 道「大厂面试热门题目」。
mercury
Mercury: easily convert Python notebook to web app and share with others
MKTG3509ANALYTICS
MKTG3509 Customer Analytics Portfolio
modern-resume-theme
A modern static resume template and theme. Powered by Jekyll and GitHub pages.
NeteaseCloudMusicApi
网易云音乐 Node.js API service
nlp_paper_study
NLP_ConfPaperNotes
notebooks-1
code for deep learning courses
pingouin
Statistical package in Python based on Pandas
project-azua
Data Efficient Decision Making
ResEcon703
Topics in Advanced Econometrics (ResEcon 703). University of Massachusetts Amherst. Taught by Matt Woerman
rlmeta
RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.
VisitationLaw
The universal visitation law of human mobility (Nature)
YesPlayMusic
高颜值的第三方网易云播放器，支持 Windows / macOS / Linux :electron: