YU CHIU's repositories
qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
freqtrade
Free, open source crypto trading bot
streamlit
Streamlit
shap
它基于博弈论中的 Shapley 值理论，提供了一种全面而直观的方式，来理解每个特征对模型预测的贡献度。
feature_engine
特征工程库
ydata-profiling
DEA，数据质量分析和探索性数据分析，用于Pandas和Spark DataFrames。
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
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
binance-history-download
A module to automatically download binance's historic data from spot and futures markets.
causal_impact
Python package for causal inference using Bayesian structural time-series models.