Pinned Repositories
awesome-causal-inference
A curated list of causal inference libraries, resources, and applications.
Blog-Posts
Code and notebooks for my Medium blog posts - AB testing和因果推断
cem
cem is a lightweight library for performing coarsened exact matching (CEM). CEM is a modern matching technique useful for causal inference on observational data.
covariancesimulation
simulations about covanriance estimation from 微信小流量同学
covariate-adjustment-blogpost
Reference to reproduce results and simulation on the blogpost
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
fast-causal-inference
It is a high-performance causal inference (statistical model) computing library based on OLAP, which solves the performance bottleneck of the existing statistical model library (R/Python) under big data
Few-shot-NL2SQL-with-prompting
Kaggle-House-Prices
https://www.kaggle.com/c/house-prices-advanced-regression-techniques
riskloc
Implementation of RiskLoc, a method for localizing multi-dimensional root causes.
forestqin's Repositories
forestqin/awesome-causal-inference
A curated list of causal inference libraries, resources, and applications.
forestqin/Blog-Posts
Code and notebooks for my Medium blog posts - AB testing和因果推断
forestqin/cem
cem is a lightweight library for performing coarsened exact matching (CEM). CEM is a modern matching technique useful for causal inference on observational data.
forestqin/covariancesimulation
simulations about covanriance estimation from 微信小流量同学
forestqin/covariate-adjustment-blogpost
Reference to reproduce results and simulation on the blogpost
forestqin/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
forestqin/fast-causal-inference
It is a high-performance causal inference (statistical model) computing library based on OLAP, which solves the performance bottleneck of the existing statistical model library (R/Python) under big data
forestqin/Few-shot-NL2SQL-with-prompting
forestqin/Kaggle-House-Prices
https://www.kaggle.com/c/house-prices-advanced-regression-techniques
forestqin/MLRATE_Blog-Posts
Notebooks for my blog posts
forestqin/riskloc
Implementation of RiskLoc, a method for localizing multi-dimensional root causes.
forestqin/hello-algo
《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing
forestqin/multipy
Multiple hypothesis testing in Python
forestqin/picoGPT
An unnecessarily tiny implementation of GPT-2 in NumPy.
forestqin/PSqueeze
forestqin/ThinkBayes
Code repository for Think Bayes.