LEAN is the open source
algorithmic trading engine powering QuantConnect. Founded in 2013 LEAN has been built by a
global community of 80+ engineers and powers more than a dozen hedge funds today.
Alpha League Competition: $1,000 Weekly Prize Pool
Qualifying Alpha Streams Reentered Weekly Learn
more
We created the Donchian Channel breakout strategy (sourced from Raposa.trade) that @undershot mentioned in the QC Discord. This strategy buys when the stock closes above its trailing 20-day high and sells when the stock closes below its trailing 20-day low.
Following the original research, this strategy trades XOM and outperforms buy-and-hold. Since it only trades one asset, it likely suffers from stock selection bias. To develop this algorithm further, consider testing this strategy on a universe of Equities or another asset class.
Best, Derek Melchin
Want to invest in QuantConnect as we build the Linux of quant finance? Check out our Wefunder campaign to join the revolution.
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Axist
3.9k Pro
,
Really cool! This would seem like doing the same thing as something like this correct?
# region imports
from AlgorithmImports import *
# endregion
class DonchianChannelBreakoutAlgorithm(QCAlgorithm):
def OnData(self, data: Slice):
if self.symbol not in data.Bars:
return
bar = data.Bars[self.symbol]
if bar.Close > self.high and not self.Portfolio[self.symbol].IsLong:
self.SetHoldings(self.symbol, 1)
elif bar.Close < self.low:
if self.can_short and not self.Portfolio[self.symbol].IsShort:
self.SetHoldings(self.symbol, -1)
if not self.can_short and self.Portfolio[self.symbol].IsLong:
self.SetHoldings(self.symbol, 0)
0
Derek Melchin
STAFF Pro
,
Hi Axist,
Very close! If we wanted to use Min/Max indicators, we would need to add a delay period via indicator extensions.
would always be false. The Donchian Channel indicator has this delay built-in.
See the attached backtest for reference.
Best, Derek Melchin
Want to invest in QuantConnect as we build the Linux of quant finance? Check out our Wefunder campaign to join the revolution.
0
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
The material on this website is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory services by QuantConnect. In addition, the material offers no opinion with respect to the suitability of any security or specific investment. QuantConnect makes no guarantees as to the accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances. All investments involve risk, including loss of principal. You should consult with an investment professional before making any investment decisions.
Loading...
To unlock posting to the community forums please complete at least 30% of Boot Camp. You can
continue your Boot Camp training progress from the terminal. We
hope to see you in the community soon!