From edbe9137dab0f884bab083036f7a2b07455589e8 Mon Sep 17 00:00:00 2001 From: th0rntwig Date: Sun, 18 Sep 2022 14:51:11 +0200 Subject: [PATCH] Add Common pitfalls --- docs/freqai.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/freqai.md b/docs/freqai.md index a025c13b9..d110c3e7a 100644 --- a/docs/freqai.md +++ b/docs/freqai.md @@ -72,6 +72,10 @@ pip install -r requirements-freqai.txt For docker users, a dedicated tag with FreqAI dependencies is available as `:freqai`. As such - you can replace the image line in your docker-compose file with `image: freqtradeorg/freqtrade:develop_freqai`. This image contains the regular FreqAI dependencies. Similar to native installs, Catboost will not be available on ARM based devices. +## Common pitfalls + +FreqAI cannot be combined with dynamic `VolumePairlists` (or any pairlist filter that adds and removes pairs dynamically). This is for performance reasons - FreqAI relies on making quick predictions/retrains. To do this effectively, it needs to download all the training data at the beginning of a dry/live instance. FreqAI stores and appends new candles automatically for future retrains. This means that if new pairs arrive later in the dry run due to a volume pairlist, it will not have the data ready. However, FreqAI does work with the `ShufflePairlist` or a `VolumePairlist` which keeps the total pairlist constant (but reorders the pairs according to volume). + ## Credits FreqAI is developed by a group of individuals who all contribute specific skillsets to the project.