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Search entry and exit parameters on development data

Generate candidate parameters on fixed history and reserve an independent period for validation.

Goal

Goal: Generate candidate parameters on fixed history and reserve an independent period for validation.

Steps

  1. Confirm enter/exit parameters and bound the search space. [hyperopt]
  2. Run freqtrade hyperopt --strategy MyStrategy --spaces enter exit -e 100 --timerange 20220101-20240101. [hyperopt]
  3. Freeze candidate parameters and backtest on a later untouched range. [hyperopt]

How to verify

Development and validation results are separate and the pinned search is reproducible.

Troubleshooting

Install Hyperopt extras if missing; verify spaces and keep validation data untouched.

Permissions

Prerequisites

Permissions

Limitations

Search is resource-intensive and prone to overfitting; validate the historical optimum on a separate time range.

Pinned upstream source

https://github.com/freqtrade/freqtrade/blob/82e4c9604c51523f7e05c5a297167cf2b13a2129/docs/hyperopt.md

Repository
freqtrade/freqtrade
File path
docs/hyperopt.md
Pinned commit
82e4c9604c51523f7e05c5a297167cf2b13a2129
Source checked
2026-10-14 · Reviewed against the pinned upstream source

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License: GPLv3

Main topic

Build a reproducible crypto research workflow

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