机器学习与量化交易实战：课件+代码

+课件 205.0 MB
| 自适应动态规划最优控制方法.pdf 4.1 MB
| 自然语言处理、计算与理解.pdf 5.5 MB
| 数据驱动的深度人脸识别研发进展及挑战.pdf 5.8 MB
| 面向神经计算的忆阻系统分析与设计.pdf 6.5 MB
| 利用Python进行数据分析.pdf 78.4 MB
| Visual Feature Learning and Representation.pdf 9.0 MB
| Trends in Quantitative Finance.pdf 1.6 MB
| Search User Behavior Modeling.pdf 2.1 MB
| quant2.zip 26.6 MB
| Multi-Task Learning Models, Optimization and Applications.pdf 1.7 MB
| Lecture 10 课堂标注版.pptx 6.8 MB
| Lecture 09 课堂标注版.pptx 7.6 MB
| Lecture 07 课堂标注版.pptx 7.4 MB
| Lecture 06 课堂标注版.pdf 6.5 MB
| Lecture 05 课前预习版.pdf 3.7 MB
| Lecture 04 课前预习版.pdf 3.2 MB
| Lecture 03 课前预习版.pdf 1.6 MB
| Lecture 02 课堂标注版.pptx 13.9 MB
| Lecture 02 课前预习版.pdf 3.2 MB
| Lecture 01 课堂标注版.pptx 5.4 MB
| Lecture 01 课前预习版-机器学习与量化交易实战.pdf 415.0 KB
| Feature-based Transfer Learning via Kernel Embedding of Distributions.pdf 1.1 MB
| Efficient Simulation Method for Dynamic Portfolio Selection with Transaction Cost, Liquidity Cost and Market Impact.pdf 3.1 MB
| Analysis of Distributed Learning Algorithms.pdf 172.0 KB
+代码 1.1 MB
+lecture_code 08 42.6 KB
| portfolio.py 8.7 KB
| portfolio(1).py 8.7 KB
| mac.py 3.4 KB
| mac(1).py 3.4 KB
| event.py 4.8 KB
| event(1).py 4.8 KB
| backtest.py 4.3 KB
| backtest(1).py 4.3 KB
+lecture_code 05 23.2 KB
| ROC.py 1.1 KB
| ROC(1).py 1.1 KB
| MA.py 1.3 KB
| MA(1).py 1.3 KB
| grid_search.py 1.5 KB
| grid_search(1).py 1.5 KB
| forecast.py 4.0 KB
| forecast(1).py 4.0 KB
| FI.py 623 Byte
| FI(1).py 623 Byte
| evm.py 1.2 KB
| evm(1).py 1.2 KB
| CCI.py 1.1 KB
| CCI(1).py 1.1 KB
| BB.py 844 Byte
| BB(1).py 844 Byte
+lecture_code 04 1.0 MB
| code for lecture 4.ipynb 534.0 KB
| code for lecture 4(1).ipynb 534.0 KB
+lecture_code 03 30.6 KB
securities_master.sql 1.7 KB
securities_master(1).sql 1.7 KB
retrieving_data.py 868 Byte
retrieving_data(1).py 868 Byte
quantitative.sql 1.9 KB
quantitative(1).sql 1.9 KB
quandl_data.py 2.5 KB
quandl_data(1).py 2.5 KB
price_retrieval.py 3.7 KB
price_retrieval(1).py 3.7 KB
insert_symbols.py 2.3 KB
insert_symbols(1).py 2.3 KB
cadf.py 2.4 KB
cadf(1).py 2.4 KB