Merge branch 'develop' into feat/short
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@@ -508,6 +508,46 @@ class MyAwesomeStrategy(IStrategy):
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You will then obviously also change potential interesting entries to parameters to allow hyper-optimization.
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### Optimizing `max_entry_position_adjustment`
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While `max_entry_position_adjustment` is not a separate space, it can still be used in hyperopt by using the property approach shown above.
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``` python
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from pandas import DataFrame
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from functools import reduce
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import talib.abstract as ta
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from freqtrade.strategy import (BooleanParameter, CategoricalParameter, DecimalParameter,
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IStrategy, IntParameter)
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import freqtrade.vendor.qtpylib.indicators as qtpylib
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class MyAwesomeStrategy(IStrategy):
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stoploss = -0.05
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timeframe = '15m'
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# Define the parameter spaces
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max_epa = CategoricalParameter([-1, 0, 1, 3, 5, 10], default=1, space="buy", optimize=True)
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@property
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def max_entry_position_adjustment(self):
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return self.max_epa.value
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def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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# ...
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```
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??? Tip "Using `IntParameter`"
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You can also use the `IntParameter` for this optimization, but you must explicitly return an integer:
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``` python
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max_epa = IntParameter(-1, 10, default=1, space="buy", optimize=True)
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@property
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def max_entry_position_adjustment(self):
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return int(self.max_epa.value)
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```
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## Loss-functions
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Each hyperparameter tuning requires a target. This is usually defined as a loss function (sometimes also called objective function), which should decrease for more desirable results, and increase for bad results.
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@@ -246,7 +246,7 @@ On exchanges that deduct fees from the receiving currency (e.g. FTX) - this can
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The `low_price_ratio` setting removes pairs where a raise of 1 price unit (pip) is above the `low_price_ratio` ratio.
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This option is disabled by default, and will only apply if set to > 0.
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For `PriceFiler` at least one of its `min_price`, `max_price` or `low_price_ratio` settings must be applied.
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For `PriceFilter` at least one of its `min_price`, `max_price` or `low_price_ratio` settings must be applied.
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Calculation example:
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@@ -1,4 +1,4 @@
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mkdocs==1.2.3
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mkdocs-material==8.1.10
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mkdocs-material==8.2.1
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mdx_truly_sane_lists==1.2
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pymdown-extensions==9.1
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pymdown-extensions==9.2
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@@ -2,6 +2,7 @@
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The `stoploss` configuration parameter is loss as ratio that should trigger a sale.
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For example, value `-0.10` will cause immediate sell if the profit dips below -10% for a given trade. This parameter is optional.
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Stoploss calculations do include fees, so a stoploss of -10% is placed exactly 10% below the entry point.
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Most of the strategy files already include the optimal `stoploss` value.
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@@ -30,7 +31,7 @@ These modes can be configured with these values:
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### stoploss_on_exchange and stoploss_on_exchange_limit_ratio
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Enable or Disable stop loss on exchange.
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If the stoploss is *on exchange* it means a stoploss limit order is placed on the exchange immediately after buy order happens successfully. This will protect you against sudden crashes in market as the order will be in the queue immediately and if market goes down then the order has more chance of being fulfilled.
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If the stoploss is *on exchange* it means a stoploss limit order is placed on the exchange immediately after buy order fills. This will protect you against sudden crashes in market, as the order execution happens purely within the exchange, and has no potential network overhead.
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If `stoploss_on_exchange` uses limit orders, the exchange needs 2 prices, the stoploss_price and the Limit price.
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`stoploss` defines the stop-price where the limit order is placed - and limit should be slightly below this.
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