-
Notifications
You must be signed in to change notification settings - Fork 7
davidkellis/stocktrader_clojure
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
stocktrader is a clojure implementation of a stock trading strategy backtesting tool I wrote for my master's thesis. I used it to backtest four stock trading strategies: a Bollinger Bands strategy, a MACD strategy, the Buy and Hold strategy, and a strategy that I devised based on knowledge of Bollinger Bands. My objective was to identify optimal (or at least good) strategy parameters using a genetic algorithm to search for the best parameter-sets. This library has several dependencies: Clojure dependencies: com.clojure.csv : http://github.com/davidsantiago/clojure-csv dke.contrib.* : http://github.com/davidkellis/dke-contrib net.jeffhui.mongodb : http://github.com/jeffh/clj-mongodb Java dependencies: MongoDB Java Driver : http://www.mongodb.org/display/DOCS/Java+Language+Center Joda-Time Library : http://joda-time.sourceforge.net/ Data dependencies: To use this library as-is you need to have price history files for the companies you want to trade. The price history files need to hold comma-delimited price history information where each line of the file is of the following form: yyyyMMdd,hhmmss,open,high,low,close As an example, here is an excerpt from the price history file I have for AAPL.csv: 19821101,150000,3.25000,3.37500,3.14063,3.34376 19821102,150000,3.53126,3.68750,3.37500,3.57813 19821103,150000,3.57813,3.84376,3.57813,3.84376 19821104,150000,3.90626,3.98438,3.81250,3.87500 The file does *not* need to be sorted by timestamp. Mine are sorted by timestamp, but they don't have to be.
About
A stock strategy backtesting framework, written in Clojure.
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published