piper0124's starred repositories
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
pyfolio-reloaded
Portfolio and risk analytics in Python
linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
learn_backtrader
BackTrader中文教程笔记（by：量化投资与机器学习），系统性介绍Bactrader的特性、策略构建、数据结构、回测交易等，彻底掌握量化神器的使用方法。章节：介绍篇、数据篇、指标篇、交易篇、策略篇、可视化篇……（持续更新中）
PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
The-Kaggle-Workbook
Code Repository for The Kaggle Workbook, Published by Packt
The-Kaggle-Book
Code Repository for The Kaggle Book, Published by Packt Publishing
Deep-Learning-for-Time-Series-Data-Cookbook
B21145 - Deep Learning for Time Series Data Cookbook
Time-Series-Analysis-with-Python-Cookbook
Time Series Analysis with Python Cookbook, published by Packt
Modern-Time-Series-Forecasting-with-Python
Modern Time Series Forecasting with Python, published by Packt
approachingalmost
Approaching (Almost) Any Machine Learning Problem
mplfinance
Financial Markets Data Visualization using Matplotlib
PaddleTS
Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.
Adv_Fin_ML_Exercises
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
VaR-Backtesting
Implementation of a variety of Value-at-Risk backtests
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn