Slava Kurilyak
Slava Kurilyak
# Goal As a developer, I want to compare Technical Analysis (TA) indicators against Machine Learning (ML) indicators, so that I can see the best performing strategies on Kryptos. #...
# Goal As a developer, I want to compare Technical Analysis (TA) indicators using `$ compare_all_strategies`, so that I can better understand which of the 123+ [ta-lib](https://github.com/mrjbq7/ta-lib) indicators are best...
# Goal As a data scientist, I want to compare the machine learning models against each other, so that I can better determine successful strategies. # Inspiration Running `$ strat...
# Goals As a machine learning developer, I want to use machine learning to determine structural breaks (whenever an observation is drawn from a distribution that happens to be very...
Running `$ compare_all_ta,` on [develop](https://github.com/produvia/cryptocurrency-trading-platform/tree/develop) branch, produces the following error: ``` Traceback (most recent call last): File "/Users/skurilyak/Envs/cryptocurrency-trading-platform-umgmcl4V/bin/compare_all_ta", line 11, in load_entry_point('kryptos', 'console_scripts', 'compare_all_ta')() File "/Users/skurilyak/Envs/cryptocurrency-trading-platform-umgmcl4V/lib/python3.6/site-packages/pkg_resources/__init__.py", line 476, in load_entry_point...
# Goal - As a developer, I want to implement trade signals by third-party vendors / companies, so that I can offer more diverse trading strategies to users. # Inspiration...
# Goal As a developer, I want to detect false investment strategies, so that I can prevent an industrywide problem. # Inspiration "Most investment strategies uncovered by practitioners and academics...
# Goal As a developer, I want to use meta-labeling to build a secondary machine learning model, so that I know how much money our trading model can risk for...
# Goals As a developer, I want to create structured financial data from unstructured data, in the form of time, tick, volume, and dollar bars, so that I can build...
# Goals As a developer, I want to prevent backtest overfitting, so that I can find more True Positives and eliminate False Positives. # Consider - Consider using [pypbo](https://github.com/esvhd/pypbo) library...