Recursive formula bias
20230804: new info added at the bottom to highlight how crucial this bias can be The term “lookahead bias,” which refers to the situation when your bot is looking at future data at some point during a backtest and it…
Category freqtrade
I found a lambo strategy online!!!!!!
There are numerous freqtrade strategies available online if you search. Some of them would also put the results of the strategies’ backtests. Some of them might offer huge profits that might tempt you to start using them immediately. But please don’t.…
Trade rate on dry-run falls outside candle
When you are dry-running your bot, some of you may have ran across this problem. For instance, your long trade’s entry rate was 10, even though the candle’s high rate at the time was only 9. Alternatively, your long trade’s exit…
How to define informative timeframe(s)?
The easiest way to define informative timeframe(s) is by using the decorator, as shown in the example below If you need to use data from one informative timeframe on another informative timeframe, the decorator won’t work for you in that…
Backtest traps – ROI
There is no need to be concerned if you use a single ROI value or a ROI table with intervals that correspond to the timeframe you are using. However, if you use a ROI table with an unusual interval that…
Why NostalgiaForInfinity shouldn’t be used for live trading
Credit to those (who won’t be named for some reasons) who helped me writing this article Let’s first discuss a few issues with the way that the strategy performance is overinflated due to gaming backtests. Small static list used for…
What is the best strategy?
This is typically the first question asked by many new users who have never engaged in algo trading (or even manual trading). Unfortunately, no single strategy can be regarded to be the best in an objective way. Each strategy has…
Table of Contents for Freqtrade
How to reduce memory usage on backtest/hyperopt
Breaking news, in case you don’t know, hyperopt is just backtest(s) done in parallel. Okay, now to the real stuff. When you are doing backtest/hyperopt, the candles’ data and dataframe are both store into the memory instead of your hard…
Quick Freqtrade Tutorial for Beginners
Before we start, there are several points that you will need to understand Download data First, we need to download candles’ data for the past 40 days. To do that, use this command freqtrade download-data -c ‘user_data’ –days 40 -t…