xieliaing

CausalInferenceIntro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

SAS

This is the collection of my own SAS utility macros/ sample code over my past 10 years of SAS programming and analysis experience from 2004 to 2014.

Data_Science_Industrial_Practice

《数据科学工程实践》一书的Jupyter Notebook库，以及交流园地。

keras-practice

Everything I practice about keras for deep learning

interpret

Fit interpretable models. Explain blackbox machine learning.

data-science-interviews

Data science interview questions and answers

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

lifelines

Survival analysis in Python

models

Premade models for SQLFlow

Prompt-Engineering-Guide

:octopus: Guides, papers, lecture, and resources for prompt engineering

statsmodels

Statsmodels: statistical modeling and econometrics in Python

xieliaing

Config files for my GitHub profile.

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

semantic-kernel-xl

Integrate cutting-edge LLM technology quickly and easily into your apps

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

cuml

cuML - RAPIDS Machine Learning Library

DynamicGEM

framework

Machine learning, computer vision, statistics and general scientific computing for .NET. I am working on TimeSeries library.

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-vis

Neural network visualization toolkit for keras

langchain

⚡ Building applications with LLMs through composability ⚡

lifetimes

Lifetime value in Python

prednet

Code and models accompanying "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

pwc

Papers with code. Sorted by stars. Updated weekly.

scikit-learn

scikit-learn: machine learning in Python

Side-Projects

SparseSC

Fit Sparse Synthetic Control Models in Python

xieliaing.github.io

Personal Blogs

yfinance

Download market data from Yahoo! Finance's API

zipline

Zipline, a Pythonic Algorithmic Trading Library