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@@ -2525,133 +2525,131 @@ The legacy method was supported up to 2021.8 and has been removed in 2021.9.</p>
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pip<span class="w"> </span>install<span class="w"> </span>-r<span class="w"> </span>requirements-hyperopt.txt
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</code></pre></div>
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<h2 id="hyperopt-command-reference">Hyperopt command reference<a class="headerlink" href="#hyperopt-command-reference" title="Permanent link">¶</a></h2>
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<div class="highlight"><pre><span></span><code>usage: freqtrade hyperopt [-h] [-v] [--no-color] [--logfile FILE] [-V]
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[-c PATH] [-d PATH] [--userdir PATH] [-s NAME]
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[--strategy-path PATH] [--recursive-strategy-search]
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[--freqaimodel NAME] [--freqaimodel-path PATH]
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[-i TIMEFRAME] [--timerange TIMERANGE]
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[--data-format-ohlcv {json,jsongz,feather,parquet}]
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[--max-open-trades INT]
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[--stake-amount STAKE_AMOUNT] [--fee FLOAT]
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[-p PAIRS [PAIRS ...]] [--hyperopt-path PATH]
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[--eps] [--enable-protections]
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[--dry-run-wallet DRY_RUN_WALLET]
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[--timeframe-detail TIMEFRAME_DETAIL] [-e INT]
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[--spaces SPACES [SPACES ...]] [--print-all]
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[--print-json] [-j JOBS] [--random-state INT]
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[--min-trades INT] [--hyperopt-loss NAME]
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[--disable-param-export] [--ignore-missing-spaces]
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[--analyze-per-epoch] [--early-stop INT]
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<div class="highlight"><pre><span></span><code><span class="go">usage: freqtrade hyperopt [-h] [-v] [--no-color] [--logfile FILE] [-V]</span>
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<span class="go"> [-c PATH] [-d PATH] [--userdir PATH] [-s NAME]</span>
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<span class="go"> [--strategy-path PATH] [--recursive-strategy-search]</span>
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<span class="go"> [--freqaimodel NAME] [--freqaimodel-path PATH]</span>
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<span class="go"> [-i TIMEFRAME] [--timerange TIMERANGE]</span>
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<span class="go"> [--data-format-ohlcv {json,jsongz,feather,parquet}]</span>
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<span class="go"> [--max-open-trades INT]</span>
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<span class="go"> [--stake-amount STAKE_AMOUNT] [--fee FLOAT]</span>
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<span class="go"> [-p PAIRS [PAIRS ...]] [--hyperopt-path PATH]</span>
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<span class="go"> [--eps] [--enable-protections]</span>
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<span class="go"> [--dry-run-wallet DRY_RUN_WALLET]</span>
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<span class="go"> [--timeframe-detail TIMEFRAME_DETAIL] [-e INT]</span>
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<span class="go"> [--spaces SPACES [SPACES ...]] [--print-all]</span>
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<span class="go"> [--print-json] [-j JOBS] [--random-state INT]</span>
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<span class="go"> [--min-trades INT] [--hyperopt-loss NAME]</span>
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<span class="go"> [--disable-param-export] [--ignore-missing-spaces]</span>
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<span class="go"> [--analyze-per-epoch] [--early-stop INT]</span>
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options:
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-h, --help show this help message and exit
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-i TIMEFRAME, --timeframe TIMEFRAME
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Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).
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--timerange TIMERANGE
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Specify what timerange of data to use.
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--data-format-ohlcv {json,jsongz,feather,parquet}
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Storage format for downloaded candle (OHLCV) data.
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(default: `feather`).
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--max-open-trades INT
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Override the value of the `max_open_trades`
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configuration setting.
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--stake-amount STAKE_AMOUNT
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Override the value of the `stake_amount` configuration
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setting.
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--fee FLOAT Specify fee ratio. Will be applied twice (on trade
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entry and exit).
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-p PAIRS [PAIRS ...], --pairs PAIRS [PAIRS ...]
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Limit command to these pairs. Pairs are space-
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separated.
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--hyperopt-path PATH Specify additional lookup path for Hyperopt Loss
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functions.
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--eps, --enable-position-stacking
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Allow buying the same pair multiple times (position
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stacking).
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--enable-protections, --enableprotections
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Enable protections for backtesting. Will slow
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backtesting down by a considerable amount, but will
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include configured protections
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--dry-run-wallet DRY_RUN_WALLET, --starting-balance DRY_RUN_WALLET
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Starting balance, used for backtesting / hyperopt and
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dry-runs.
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--timeframe-detail TIMEFRAME_DETAIL
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Specify detail timeframe for backtesting (`1m`, `5m`,
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`30m`, `1h`, `1d`).
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-e INT, --epochs INT Specify number of epochs (default: 100).
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--spaces SPACES [SPACES ...]
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Specify which parameters to hyperopt. Space-separated
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list. Available builtin options (custom spaces will
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not be listed here): default, all, buy, sell, enter,
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exit, roi, stoploss, trailing, protection, trades.
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Default: `default` - which includes all spaces except
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for 'trailing', 'protection', and 'trades'.
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--print-all Print all results, not only the best ones.
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--print-json Print output in JSON format.
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-j JOBS, --job-workers JOBS
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The number of concurrently running jobs for
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hyperoptimization (hyperopt worker processes). If -1
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(default), all CPUs are used, for -2, all CPUs but one
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are used, etc. If 1 is given, no parallel computing
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code is used at all.
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--random-state INT Set random state to some positive integer for
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reproducible hyperopt results.
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--min-trades INT Set minimal desired number of trades for evaluations
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in the hyperopt optimization path (default: 1).
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--hyperopt-loss NAME, --hyperoptloss NAME
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Specify the class name of the hyperopt loss function
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class (IHyperOptLoss). Different functions can
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generate completely different results, since the
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target for optimization is different. Built-in
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Hyperopt-loss-functions are:
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ShortTradeDurHyperOptLoss, OnlyProfitHyperOptLoss,
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SharpeHyperOptLoss, SharpeHyperOptLossDaily,
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SortinoHyperOptLoss, SortinoHyperOptLossDaily,
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CalmarHyperOptLoss, MaxDrawDownHyperOptLoss,
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MaxDrawDownRelativeHyperOptLoss,
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MaxDrawDownPerPairHyperOptLoss,
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ProfitDrawDownHyperOptLoss, MultiMetricHyperOptLoss
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--disable-param-export
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Disable automatic hyperopt parameter export.
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--ignore-missing-spaces, --ignore-unparameterized-spaces
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Suppress errors for any requested Hyperopt spaces that
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do not contain any parameters.
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--analyze-per-epoch Run populate_indicators once per epoch.
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--early-stop INT Early stop hyperopt if no improvement after (default:
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0) epochs.
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<span class="go">options:</span>
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<span class="go"> -h, --help show this help message and exit</span>
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<span class="go"> -i, --timeframe TIMEFRAME</span>
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<span class="go"> Specify timeframe (`1m`, `5m`, `30m`, `1h`, `1d`).</span>
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<span class="go"> --timerange TIMERANGE</span>
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<span class="go"> Specify what timerange of data to use.</span>
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<span class="go"> --data-format-ohlcv {json,jsongz,feather,parquet}</span>
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<span class="go"> Storage format for downloaded candle (OHLCV) data.</span>
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<span class="go"> (default: `feather`).</span>
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<span class="go"> --max-open-trades INT</span>
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<span class="go"> Override the value of the `max_open_trades`</span>
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<span class="go"> configuration setting.</span>
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<span class="go"> --stake-amount STAKE_AMOUNT</span>
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<span class="go"> Override the value of the `stake_amount` configuration</span>
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<span class="go"> setting.</span>
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<span class="go"> --fee FLOAT Specify fee ratio. Will be applied twice (on trade</span>
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<span class="go"> entry and exit).</span>
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<span class="go"> -p, --pairs PAIRS [PAIRS ...]</span>
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<span class="go"> Limit command to these pairs. Pairs are space-</span>
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<span class="go"> separated.</span>
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<span class="go"> --hyperopt-path PATH Specify additional lookup path for Hyperopt Loss</span>
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<span class="go"> functions.</span>
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<span class="go"> --eps, --enable-position-stacking</span>
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<span class="go"> Allow buying the same pair multiple times (position</span>
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<span class="go"> stacking).</span>
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<span class="go"> --enable-protections, --enableprotections</span>
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<span class="go"> Enable protections for backtesting. Will slow</span>
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<span class="go"> backtesting down by a considerable amount, but will</span>
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<span class="go"> include configured protections</span>
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<span class="go"> --dry-run-wallet, --starting-balance DRY_RUN_WALLET</span>
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<span class="go"> Starting balance, used for backtesting / hyperopt and</span>
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<span class="go"> dry-runs.</span>
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<span class="go"> --timeframe-detail TIMEFRAME_DETAIL</span>
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<span class="go"> Specify detail timeframe for backtesting (`1m`, `5m`,</span>
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<span class="go"> `30m`, `1h`, `1d`).</span>
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<span class="go"> -e, --epochs INT Specify number of epochs (default: 100).</span>
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<span class="go"> --spaces SPACES [SPACES ...]</span>
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<span class="go"> Specify which parameters to hyperopt. Space-separated</span>
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<span class="go"> list. Available builtin options (custom spaces will</span>
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<span class="go"> not be listed here): default, all, buy, sell, enter,</span>
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<span class="go"> exit, roi, stoploss, trailing, protection, trades.</span>
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<span class="go"> Default: `default` - which includes all spaces except</span>
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<span class="go"> for 'trailing', 'protection', and 'trades'.</span>
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<span class="go"> --print-all Print all results, not only the best ones.</span>
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<span class="go"> --print-json Print output in JSON format.</span>
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<span class="go"> -j, --job-workers JOBS</span>
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<span class="go"> The number of concurrently running jobs for</span>
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<span class="go"> hyperoptimization (hyperopt worker processes). If -1</span>
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<span class="go"> (default), all CPUs are used, for -2, all CPUs but one</span>
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<span class="go"> are used, etc. If 1 is given, no parallel computing</span>
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<span class="go"> code is used at all.</span>
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<span class="go"> --random-state INT Set random state to some positive integer for</span>
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<span class="go"> reproducible hyperopt results.</span>
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<span class="go"> --min-trades INT Set minimal desired number of trades for evaluations</span>
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<span class="go"> in the hyperopt optimization path (default: 1).</span>
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<span class="go"> --hyperopt-loss, --hyperoptloss NAME</span>
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<span class="go"> Specify the class name of the hyperopt loss function</span>
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<span class="go"> class (IHyperOptLoss). Different functions can</span>
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<span class="go"> generate completely different results, since the</span>
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<span class="go"> target for optimization is different. Built-in</span>
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<span class="go"> Hyperopt-loss-functions are:</span>
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<span class="go"> ShortTradeDurHyperOptLoss, OnlyProfitHyperOptLoss,</span>
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<span class="go"> SharpeHyperOptLoss, SharpeHyperOptLossDaily,</span>
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<span class="go"> SortinoHyperOptLoss, SortinoHyperOptLossDaily,</span>
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<span class="go"> CalmarHyperOptLoss, MaxDrawDownHyperOptLoss,</span>
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<span class="go"> MaxDrawDownRelativeHyperOptLoss,</span>
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<span class="go"> MaxDrawDownPerPairHyperOptLoss,</span>
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<span class="go"> ProfitDrawDownHyperOptLoss, MultiMetricHyperOptLoss</span>
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<span class="go"> --disable-param-export</span>
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<span class="go"> Disable automatic hyperopt parameter export.</span>
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<span class="go"> --ignore-missing-spaces, --ignore-unparameterized-spaces</span>
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<span class="go"> Suppress errors for any requested Hyperopt spaces that</span>
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<span class="go"> do not contain any parameters.</span>
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<span class="go"> --analyze-per-epoch Run populate_indicators once per epoch.</span>
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<span class="go"> --early-stop INT Early stop hyperopt if no improvement after (default:</span>
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<span class="go"> 0) epochs.</span>
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Common arguments:
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-v, --verbose Verbose mode (-vv for more, -vvv to get all messages).
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--no-color Disable colorization of hyperopt results. May be
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useful if you are redirecting output to a file.
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--logfile FILE, --log-file FILE
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Log to the file specified. Special values are:
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'syslog', 'journald'. See the documentation for more
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details.
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-V, --version show program's version number and exit
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-c PATH, --config PATH
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Specify configuration file (default:
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`userdir/config.json` or `config.json` whichever
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exists). Multiple --config options may be used. Can be
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set to `-` to read config from stdin.
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-d PATH, --datadir PATH, --data-dir PATH
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Path to the base directory of the exchange with
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historical backtesting data. To see futures data, use
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trading-mode additionally.
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--userdir PATH, --user-data-dir PATH
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Path to userdata directory.
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<span class="go">Common arguments:</span>
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<span class="go"> -v, --verbose Verbose mode (-vv for more, -vvv to get all messages).</span>
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<span class="go"> --no-color Disable colorization of hyperopt results. May be</span>
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<span class="go"> useful if you are redirecting output to a file.</span>
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<span class="go"> --logfile, --log-file FILE</span>
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<span class="go"> Log to the file specified. Special values are:</span>
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<span class="go"> 'syslog', 'journald'. See the documentation for more</span>
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<span class="go"> details.</span>
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<span class="go"> -V, --version show program's version number and exit</span>
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<span class="go"> -c, --config PATH Specify configuration file (default:</span>
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<span class="go"> `userdir/config.json` or `config.json` whichever</span>
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<span class="go"> exists). Multiple --config options may be used. Can be</span>
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<span class="go"> set to `-` to read config from stdin.</span>
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<span class="go"> -d, --datadir, --data-dir PATH</span>
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<span class="go"> Path to the base directory of the exchange with</span>
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<span class="go"> historical backtesting data. To see futures data, use</span>
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<span class="go"> trading-mode additionally.</span>
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<span class="go"> --userdir, --user-data-dir PATH</span>
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<span class="go"> Path to userdata directory.</span>
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Strategy arguments:
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-s NAME, --strategy NAME
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Specify strategy class name which will be used by the
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bot.
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--strategy-path PATH Specify additional strategy lookup path.
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--recursive-strategy-search
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Recursively search for a strategy in the strategies
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folder.
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--freqaimodel NAME Specify a custom freqaimodels.
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--freqaimodel-path PATH
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Specify additional lookup path for freqaimodels.
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<span class="go">Strategy arguments:</span>
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<span class="go"> -s, --strategy NAME Specify strategy class name which will be used by the</span>
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<span class="go"> bot.</span>
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<span class="go"> --strategy-path PATH Specify additional strategy lookup path.</span>
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<span class="go"> --recursive-strategy-search</span>
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<span class="go"> Recursively search for a strategy in the strategies</span>
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<span class="go"> folder.</span>
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<span class="go"> --freqaimodel NAME Specify a custom freqaimodels.</span>
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<span class="go"> --freqaimodel-path PATH</span>
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<span class="go"> Specify additional lookup path for freqaimodels.</span>
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</code></pre></div>
|
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<h3 id="hyperopt-checklist">Hyperopt checklist<a class="headerlink" href="#hyperopt-checklist" title="Permanent link">¶</a></h3>
|
||||
<p>Checklist on all tasks / possibilities in hyperopt</p>
|
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|
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Reference in New Issue
Block a user