└── README.md


/README.md:
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 1 | # AlgorithmsWithWriteups
 2 | Here are some links to algorithms converted from academic papers, as well as their writeups, that I've developed at QuantConnect.
 3 |   
 4 | Modeling a Pairs Trading Process as an Ornstein-Uhlenbeck Process to derive Optimal Entry and Liquidation Values  
 5 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache/?request=embedded_backtest_14b6c6614134b8af76818387e9e74232.html)  
 6 | [Writeup](https://www.quantconnect.com/tutorials/strategy-library/optimal-pairs-trading)  
 7 | [Video Walkthrough](https://www.youtube.com/watch?v=RFj8SPuZ43Y) 
 8 | 
 9 | Constructing a Cointegrated Portfolio Portfolio of Cryptocurrencies  
10 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache?request=embedded_backtest_0718e73710b656d2ab33d0c46da5686b.html)  
11 | Writeup in Queue  
12 | 
13 | Applying a Temporal Convolutional Neural Network to Forecast Stock Price Movements  
14 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache/?request=embedded_backtest_9791a5615cd7ab78c4c70c12e8157014.html)  
15 | [Writeup](https://www.quantconnect.com/tutorials/strategy-library/forecasting-stock-prices-using-a-temporal-cnn-model)  
16 | [Video Walkthrough](https://www.youtube.com/watch?v=yYPhOFfstLY)  
17 |   
18 | G-Score Factor Investing (Fundamental Analysis)  
19 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache?request=embedded_backtest_4b575276a5c8789bd24b031e81e8cdf3.html)  
20 | [Writeup](https://www.quantconnect.com/tutorials/strategy-library/g-score-investing)  
21 | [Video Walkthough](https://www.youtube.com/watch?v=peaX0z5hA5U)
22 |   
23 | SVM Wavelet Forecasting   
24 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache/?request=embedded_backtest_c5da749bbf6d7b5dee1fa5509d6ad8e5.html)  
25 | [Writeup](https://www.quantconnect.com/tutorials/strategy-library/svm-wavelet-forecasting)  
26 | 
27 | Bitcoin ARIMA Forecasting   
28 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache?request=embedded_backtest_5f73c6cec527c2665a194c8fc9dd94e1.html)  
29 | Writeup in Queue  
30 | 
31 | Deep Learning Portfolio Optimization  
32 | [Backtest/Code](https://www.quantconnect.com/terminal/processCache/?request=embedded_backtest_4ebbe01bfea8c5ae6f98fcda38a50b1c.html)  
33 | Writeup in Queue  
34 | 
35 | Deep Q-Learning   
36 | In Progress  
37 |    
38 | Leveraged ETFs with Systematic Risk Management  
39 | [Backtest/Code](https://www.quantconnect.com/tutorials/strategy-library/leveraged-etfs-with-systematic-risk-management)  
40 | 


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