QuantResearch
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Quantitative analysis, strategies and backtests
QuantResearch
- Backtest
- Machine Learning and Deep Reinforcement Learning
- Online Resources
- Live Trading Demo Video
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 |