Quant Research Methods

• Backtest
• Machine Learning and Deep Reinforcement Learning
• Online Resources
• Trading Demo

Notebooks and Blogs

Index	Notebooks	Blogs
1	Portfolio Optimization One	link
2	Value at Risk One	link
3	Classical Linear Regression	link
4	Bayesian Linear Regression	link
5	MCMC Linear Regression	link
6	Kalman Filter Linear Regression	link
7	Tensorflow Linear Regression	link
8	quanttrader	link
9	Mean Reversion	link
10	Cointegration and Pairs Trading	link
11	Kalman Filter and Pairs Trading	link
12	Hidden Markov Chain	link
13	RNN Stock Prediction	link
14	Principal Componenet Analysis	link
15	ARIMA and GARCH Models	link
16	Fama-French three-factor
17	Vector AutoRegression
18	Gaussian Mixture and Markov Switching	link
19	Portfolio Optimization Two	link
20	Volume Factor Evaluation Alphalens
21	Reinforcement Backtest
22	Reinforcement Option Pricing	link
23	Irregular Interval EMA	link
24	Free Historical Market Data Download	link
25	Market Profile and Volume Profile	link
26	From Reinforcement Gamer to Reinforcement Trader	link
27	Reinforcement Portfolio Manager	wip