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528 Commits

Author SHA1 Message Date
Italo
d796ce0935 Update hyperopt.py 
1. Try to get points using `self.opt.ask` first
        2. Discard the points that have already been evaluated
        3. Retry using `self.opt.ask` up to 3 times
        4. If still some points are missing in respect to `n_points`, random sample some points
        5. Repeat until at least `n_points` points in the `asked_non_tried` list
        6. Return a list with legth truncated at `n_points`
 2022-03-20 15:41:14 +00:00
Italo
d2a5448305 Update hyperopt.py 2022-03-11 17:38:32 +00:00
Matthias
eb30c40e0c Fix hyperopt for futures 2022-03-02 19:50:16 +01:00
Italo
d03378b1df Update hyperopt.py 2022-02-06 15:32:59 +00:00
Italo
adf8f6b2d5 Update hyperopt.py 2022-02-06 10:33:49 +00:00
Italo
6c1729e20b ignore warnings 2022-02-06 01:07:30 +00:00
Italo
6a4cae1f8c Update hyperopt.py 2022-02-06 00:17:48 +00:00
Italo
992eac9efa Update hyperopt.py 2022-02-05 17:36:19 +00:00
Italo
328b969801 Merge branch 'develop' of https://github.com/freqtrade/freqtrade into freqtrade-develop 2022-02-01 01:06:57 +00:00
Italo
f7a5b2cb71 explicit dimensions, added **kwargs, updated docs 2022-01-25 11:43:40 +00:00
Italo
a2fb241a3b increase initial points to 64 2022-01-24 01:35:42 +00:00
Italo
16a516a882 added plot functionality 2022-01-19 01:50:15 +00:00
Italo
407c20412d Pass dimensions to generate_estimator 
It's needed in order to create isotropic kernels for the GaussianProcessRegressor
 2022-01-19 01:07:41 +00:00
Matthias
e540959c27 Remove btdata from generate_strategy_stats 2022-01-07 09:27:07 +01:00
Matthias
670aed06bf Remove loop for hyperopt. 2021-12-31 17:35:08 +01:00
Matthias
5454460227 Revert initial_points to 30 
closes #5760
 2021-10-20 07:46:15 +02:00
Matthias
aed919a05f Simplify "no-space-configured" error handling by moving it to hyperopt_auto 2021-10-13 19:54:35 +02:00
Scott Lyons
df45f467c6
Adding ability to ignore unparameterized spaces 2021-09-30 01:11:02 -07:00
Matthias
994c3c3a4c Add some errorhandling for custom estimator 2021-09-16 07:13:25 +02:00
Matthias
c0811ae896 Add possibility to override estimator from within hyperopt 2021-09-15 21:36:53 +02:00
Matthias
57ea0c322f Rename indicator_space to buy_indicator_space 2021-09-15 20:20:31 +02:00
Matthias
fd6bf591f8 Update some tests to remove explicit hyperopt interface 2021-09-12 08:18:13 +02:00
Matthias
dad4a49e81 Remove legacy hyperopt interface from hyperopt.py 2021-09-12 08:18:13 +02:00
Matthias
7fb570cc58 hyperopt Fallback methods should not be used. 2021-08-25 20:28:55 +02:00
Matthias
a5f796bc97 refactor ohlcvdata_to_dataframe to advise_all_indicators 2021-08-09 14:53:18 +02:00
Matthias
6532aba765
Merge pull request #5360 from freqtrade/hyperopt_protections 
Hyperopt protections and Boolean parameter
 2021-08-07 09:42:05 +02:00
Sam Germain
b9356a5564 Autopep8 formatting 2021-08-06 16:35:39 -06:00
Matthias
a6454cfc39 Autoenable protections when protection-space is selected 2021-08-04 07:17:29 +02:00
Matthias
544e0da6c2 Add protection parameter space 2021-08-04 06:50:14 +02:00
Matthias
dfc17f2bd1 Fix ci failure 2021-08-03 07:21:11 +02:00
Matthias
4ab03f7e37 Don't load fallback methods for autohyperopt 2021-08-02 21:17:56 +02:00
Matthias
e70a742005 Reorder space methods in hyperopt 2021-08-02 21:12:10 +02:00
Matthias
365479f5e0 Remove startup-candles after populating buy/sell signals 
closes #5242
 2021-07-18 11:06:41 +02:00
Matthias
898bef1837
Merge pull request #5219 from freqtrade/hyperopt_paramfile 
automatic Hyperopt paramfile
 2021-07-04 13:56:52 +02:00
Matthias
a4096318e0 Provide full backtest-statistics to Hyperopt loss functions 
closes #5223
 2021-07-04 10:15:19 +02:00
Matthias
15e36a20e1 Improve naming of default hyperopt serializer 2021-06-30 19:48:34 +02:00
Matthias
0809225a0a Update documentation to mention parameter strategy files 2021-06-30 07:05:20 +02:00
Matthias
645da51b5f Add test for parameter loading 2021-06-30 06:55:10 +02:00
Matthias
84703080b8 Extract hyperopt_defaults_serializer to hyperopt_tools 2021-06-29 20:51:29 +02:00
Matthias
62cdbdc26a Automatically export hyperopt parameters 2021-06-29 20:51:25 +02:00
Matthias
d4514f5f16 Introduce File versions to hyperopt result files 2021-06-29 06:50:47 +02:00
Matthias
aa5181ca81 Properly export non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias
34e6ce431f Print non-optimized parameters (also stop / roi) 2021-06-29 06:50:47 +02:00
Matthias
2310deec53 Update name to get non-optimized parameters 2021-06-29 06:50:47 +02:00
Matthias
d54ee0eb04 Refactor hyperopt_tools naming 2021-06-13 11:24:24 +02:00
Matthias
8e89d3e6e4 Fix sort error 2021-05-25 19:33:34 +02:00
Matthias
cc5769e900 Convert np.int64 to proper int 
closes #5018
 2021-05-25 19:24:56 +02:00
Matthias
af16614bf2 Fix formatting issue 2021-05-24 07:48:36 +02:00
Priveyes
6f990c5976
Fix a rare error in save_result : ValueError: Out of range float values are not JSON compliant 
freqtrade/freqtrade/optimize/hyperopt.py", line 166, in _save_result
    rapidjson.dump(epoch, f, default=str, number_mode=rapidjson.NM_NATIVE)
ValueError: Out of range float values are not JSON compliant
 2021-05-23 18:49:07 +02:00
Matthias
f398888865 Refactor preprocessed trimming to seperate method 2021-05-21 08:26:19 +02:00
Kamontat Chantrachirathumrong
6172e67fcd
Update hyperopt.py 2021-05-20 11:56:31 +07:00
Kamontat Chantrachirathumrong
1b3bfb2e7f
found root cause. 2021-05-20 11:50:15 +07:00
Matthias
7a9853bfe1 Fix "Too many open Files" exception 2021-05-18 20:39:55 +02:00
Matthias
36eba0f110 Don't use "r+" memmap, but "r2 2021-05-17 21:05:48 +02:00
Matthias
6aa574fa2b Convert ROI result to proper json object 
closes #4952
 2021-05-17 20:58:50 +02:00
Matthias
4f968b4a6f
Merge pull request #4926 from rokups/rk/misc-fixes 
Two fixes
 2021-05-15 15:11:07 +02:00
Rokas Kupstys
2d5f465f1b Fix protections being loaded multiple times for first strategy when backtesting. 2021-05-15 13:37:03 +03:00
Matthias
5e73195b30 Use linux lineseperator at all times 2021-05-15 07:01:32 +02:00
Matthias
ecee42f561 Read pickle file in mmap mode 2021-05-13 20:13:04 +02:00
Matthias
1055862bc0 Extract data-load + dump from hyperopt 
(Reduces memory-usage as the dataframes go out of scope)
 2021-05-12 21:15:01 +02:00
Matthias
24a1d5a96f Change default hyperopt-name to be shorter 2021-05-12 19:06:13 +02:00
Matthias
06bf1aa274 Store epochs as json per line 2021-05-12 05:58:25 +02:00
Matthias
4b6cd69c81 Add test for no-exchange dataprovider 2021-05-08 10:29:47 +03:00
Rokas Kupstys
6fb4d83ab3 Fix dataprovider in hyperopt. 2021-05-08 10:29:47 +03:00
Matthias
4f529fe424 Don't use Arrow to get min/max backtest dates 2021-05-06 19:43:14 +02:00
Matthias
d069ad43d8 Small reformatting in hyperopt 2021-05-02 11:01:26 +02:00
Matthias
8ee0b0d8e8 Store not optimized parameters (if applicable) 2021-05-02 10:46:04 +02:00
Matthias
46f0f66039 Keep dimensions stored in hyperopt class 
There is no point in regenerating them and it will cause some
overhead as all space classes will be recreated for every epoch.
 2021-05-02 09:48:37 +02:00
Matthias
ced5cc7ce2 Don't recalculate min/max date - they won't change between epochs 2021-05-02 09:46:27 +02:00
Matthias
881cba336a Show backtesting result in hyperopt-show 2021-05-02 09:46:27 +02:00
Matthias
97478abb9d Move format explanation string to HyperoptTools 2021-05-02 09:46:27 +02:00
Matthias
f2e182002d Simplify calling backtesting by returning the proper result 2021-05-02 09:46:27 +02:00
Matthias
e2e1d34828 Extract stake_currency param from hyperopt-explanationstring 2021-05-02 09:46:27 +02:00
Matthias
6aaaad29d7 Use backtesting output for hyperopt results 2021-05-02 09:46:27 +02:00
Matthias
e381df9098 extract has_space to Hyperopt-Tools 2021-05-01 16:36:35 +02:00
Matthias
df16fbd742 Add "dataload complete" message to backtest + hyperopt 2021-04-23 19:22:41 +02:00
Matthias
41cb2a6451 Merge branch 'develop' into pr/rokups/4596 2021-04-03 17:00:37 +02:00
Matthias
89bbfd2324 Remove candle_count from dataframe before backtesting 
closes #3754
 2021-03-29 20:26:54 +02:00
Matthias
8022386404 Type custom_hyperopt 2021-03-27 18:00:07 +01:00
Matthias
786ddc6a91 remove unused imports 2021-03-27 10:47:33 +01:00
Rokas Kupstys
e9f0babe8a [SQUASH] Use HyperStrategyMixin as part of IStrategy interface. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
bb89e44e19 [SQUASH] Address PR comments. 
* Split Parameter into IntParameter/FloatParameter/CategoricalParameter.
* Rename IHyperStrategy to HyperStrategyMixin and use it as mixin.
* --hyperopt parameter is now optional if strategy uses HyperStrategyMixin.
* Use OperationalException() instead of asserts.
 2021-03-26 16:56:24 +02:00
Rokas Kupstys
0a205f52b0 Optional support for defining hyperopt parameters in a strategy file and reusing common hyperopt/strategy parts. 2021-03-26 16:56:24 +02:00
Matthias
76ca3c219f extract result-printing from hyperopt class 2021-03-17 20:45:15 +01:00
Rokas Kupstys
5e872273d1 Provide access to strategy instance from hyperopt class. 2021-03-13 15:13:42 +02:00
Matthias
0db5c9746f
Merge pull request #4454 from freqtrade/backtest_compound_speed 
Backtest compound, wallet, ...
 2021-03-10 10:07:40 +01:00
Patrick Weber
4532222010
Fixed line length in HyperOpt for new name 
Fixed line length errors and multiple f strings to facilitate strategy being added in the name
 2021-03-05 13:16:49 -06:00
Patrick Weber
345f7404e9
Add strategy name to HyperOpt results filename 
This just extends the HyperOpt result filename by adding the strategy name. This allows analysis of HyperOpt results folder with no additional necessary context. An alternative idea would be to expand the result dict, but the additional static copies are non value added.
 2021-03-05 12:56:11 -06:00
Matthias
731ab5d2a7 Fix too long line errors 2021-03-05 19:22:57 +01:00
raoulus
0968ecc1af added "Median profit" column to hyperopt -> export-csv 2021-03-04 17:27:04 +01:00
Matthias
e4abe902fc Enable compounding for backtesting 2021-02-27 09:32:59 +01:00
Matthias
b5177eadab Extract close method for exchange 2021-02-27 09:32:59 +01:00
Matthias
4ce4eadc23 remove only ccxt objects when hyperopting 2021-02-27 09:32:59 +01:00
Matthias
009a447d8a Adjust documentation for new parameter in loss functions 2021-02-16 19:51:09 +01:00
Florian Merz
3e06cd8b3a pass data and config to loss function 2021-02-16 10:11:33 +01:00
Matthias
c659150d9f Also print trade_duration in seconds to json 2021-01-25 19:42:34 +01:00
Matthias
8ee264bc59 Don't use profit_percent for backtesting results anymore 2021-01-24 08:58:41 +01:00
Matthias
baa1142afa Use preprocessed to get min/max date in hyperopt 2021-01-14 19:09:21 +01:00
Matthias
e2d15f4082 Add parameter to enable protections for backtesting 2020-12-07 11:39:01 +01:00
Matthias
cf2ae788d7 Convert backtesting rows to Tuples for performance gains 2020-10-18 17:16:57 +02:00