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1773 Commits

Author SHA1 Message Date
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
ecdfb6e5ed Fix output of % for new format 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
420e75af65 Extract show_backtest_result for one strategy 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
545cba7fd8 Refactor optimize_report 
we should not calculate non-daily statistics in the daily stats method
 2021-05-02 09:46:27 +02:00
Matthias
9994fce577 Extract generation of report for one strategy to it's own method 2021-05-02 09:46:27 +02:00
Matthias
b125c975c7 Rename strategy_comparison method 2021-05-02 09:46:27 +02:00
Matthias
ac2e1eb3d7 Don't import joblib for regular strategies 2021-05-02 08:44:16 +02:00
Matthias
1cb430f59b Remove encoding specifics, gitattributes to echeckout as utf8 2021-05-01 17:41:40 +02:00
Matthias
e0ca3c014c Don't completely remove encode/decode 2021-05-01 17:12:48 +02:00
Matthias
30da307d13 Remove encode/decode for hyperopt 2021-05-01 17:01:52 +02:00
Matthias
e381df9098 extract has_space to Hyperopt-Tools 2021-05-01 16:36:35 +02:00
Matthias
7c8a367442 Update docs to not promote stoploss / take-profit 2021-04-28 20:36:06 +02:00
Matthias
2061162d79 Convert trade-opendate to python datetime 2021-04-26 20:01:13 +02:00
Rokas Kupstys
98f6fce2ec Use correct sell reason in case of custom sell reason. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
595b8735f8 Add dataframe parameter to custom_stoploss() and custom_sell() methods. 2021-04-25 09:48:40 +03:00
Rokas Kupstys
1aad128d85 Support returning a string from custom_sell() and have it recorded as custom sell reason. 2021-04-25 09:48:40 +03:00
Matthias
88f26971fa Use defaultdict for backtesting 2021-04-24 19:15:09 +02:00
Matthias
f12e002686
Merge pull request #4775 from freqtrade/fix_wallet_unlimited 
Fix wallet unlimited
 2021-04-24 15:54:06 +02:00
Matthias
df16fbd742 Add "dataload complete" message to backtest + hyperopt 2021-04-23 19:22:41 +02:00
Matthias
d8c8a8d8c2 Remvoe pointless arguments from get_trade_stake_amount 2021-04-21 20:01:10 +02:00
Matthias
cfa9315e2a Prevent out of candle ROI sells 2021-04-20 20:29:53 +02:00
Matthias
ce870bbcf7 Use 3 decimals for ROI space 2021-04-15 21:38:20 +02:00
Matthias
52c482cecf Convert trailing and roi defaults to skdecimal 2021-04-14 20:36:34 +02:00
Matthias
e820814809 Default-stoploss-hyperopt should use decimal space, nto real 2021-04-14 20:32:34 +02:00
Matthias
9804e20114 Don't use _set_value for autoOpt-Spaces 2021-04-10 09:53:48 +02:00
Matthias
34e47db18d Test SKDecimal space 2021-04-09 22:15:24 +02:00
Matthias
5f67400649 Add SKDecimal Space 2021-04-09 21:58:15 +02:00
Matthias
7b2a0d46cb Fix typo 2021-04-05 15:38:25 +02:00
Matthias
b470672dfd
Merge pull request #4596 from rokups/rk/hyper-strategy 
Support for creating auto-hyperoptable strategies.
 2021-04-05 13:55:32 +02:00
Matthias
bd5e1c5096
Merge pull request #4660 from rextea/order_pairlist_results 
Sort pair lists by total profit
 2021-04-04 19:47:33 +02:00
rextea
9e56f6d4eb Sort pair lists by total profit 2021-04-04 01:19:38 +03:00
Matthias
9d4b5cc6bb Fix typo 2021-04-03 19:56:20 +02:00
Matthias
41cb2a6451 Merge branch 'develop' into pr/rokups/4596 2021-04-03 17:00:37 +02:00
Matthias
6555454bd2 Remove more ticker_interval occurances 2021-04-03 16:54:47 +02:00
Rokas Kupstys
ea43d5ba85 Implement DecimalParameter and rename FloatParameter to RealParameter. 2021-04-02 17:08:16 +03:00
Matthias
5acdc9bf42 Fix type errors by converting all hyperopt methods to instance methods 2021-04-01 06:47:23 +02:00
Rokas Kupstys
5e5b11d4d6 Split "enabled" to "load" and "optimize" parameters. 2021-03-31 12:31:28 +03:00
Matthias
2869d5368d Allow edge to use dynamic pairlists 
closes #4298
 2021-03-30 20:20:24 +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
rextea
76a02ff70a fix indentations 2021-03-26 18:49:17 +03:00
rextea
2bed41da5d Add days breakdown table to backtesting 2021-03-26 18:40:50 +03:00
Rokas Kupstys
40f5c7853e [SQUASH] Add a way to temporarily disable a parameter (excludes from parameter loading/hyperopt) and print parameter values when executed. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
fd45dfd894 [SQUASH] Make skopt imports optional. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
11689100e7 [SQUASH] Fix exception when HyperOpt nested class is not defined. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
e9f0babe8a [SQUASH] Use HyperStrategyMixin as part of IStrategy interface. 2021-03-26 16:56:24 +02:00
Rokas Kupstys
2d13e5fd50 [SQUASH] Oopsies. 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
8da7d5c009
Merge pull request #4594 from rextea/add_confirm_exit_enter_tade_to_backtesting 
Add confirm_trade_exit and confirm_trade_entry to backtesting
 2021-03-25 20:26:56 +01:00
Matthias
292ea8c1d0
Update backtesting.py 2021-03-25 09:34:33 +01:00
rextea
0ca95aa0c2 Change rate to acctual close rate 2021-03-25 10:25:25 +02:00
Matthias
ec15610bff Fix isort issue 2021-03-24 19:21:07 +01:00
rextea
f51f4b1817 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:35:46 +02:00
rextea
dc4ea604dd Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:19:16 +02:00
rextea
eb5d69dcd4 Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:12:08 +02:00
rextea
6856963aef Add confirm_trade_exit and confirm_trade_entry to backtesting 2021-03-23 10:09:41 +02:00
Matthias
76ca3c219f extract result-printing from hyperopt class 2021-03-17 20:45:15 +01:00
Matthias
b57c150654 Final balance should include forcesold pairs 2021-03-14 09:48:40 +01:00
Matthias
cd8d9f2930
Merge pull request #4534 from rokups/patch-1 
Provide access to strategy instance from hyperopt class.
 2021-03-13 17:14:47 +01:00
Rokas Kupstys
5e872273d1 Provide access to strategy instance from hyperopt class. 2021-03-13 15:13:42 +02:00
Matthias
d1acc8092c Improve backtest performance 2021-03-13 10:17:14 +01:00
Matthias
0db5c9746f
Merge pull request #4454 from freqtrade/backtest_compound_speed 
Backtest compound, wallet, ...
 2021-03-10 10:07:40 +01:00
Matthias
4b550dab17 Always reset fake-databases 
Otherwise results may stick around for the next strategy
 2021-03-08 19:40:29 +01:00
Matthias
0b81b58d28 Use pandas.values.tolist instead of itertuples 
speeds up backtesting
closes #4494
 2021-03-07 11:28:54 +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
Matthias
bc05d03126 Make best / worst day absolute 2021-03-05 19:21:09 +01:00
raoulus
0968ecc1af added "Median profit" column to hyperopt -> export-csv 2021-03-04 17:27:04 +01:00
Matthias
078b77d41b Fix crash when using unlimited stake and no trades are made 2021-03-02 16:12:22 +01:00
Joe Schr
55a315be14 fix: avg_stake_amount should not be NaN if df is empty 2021-03-02 13:38:55 +01:00
Matthias
2083cf6ddf Fix mypy errors introduced by Arrow update 2021-03-01 08:57:57 +01:00
Matthias
9cb37409fd Explicitly convert starting-balance to float 2021-02-28 09:56:29 +01:00
Matthias
b2e9295d7f Small stylistic fixes 2021-02-27 19:57:42 +01:00
Matthias
324b9dbdff Simplify wallet code 2021-02-27 10:33:25 +01:00
Matthias
98f3142b30 Improve handling of backtesting params 2021-02-27 09:33:00 +01:00
Matthias
fc256749af Add test for backtesting _enter_trade 2021-02-27 09:33:00 +01:00
Matthias
53a57f2c81 Change some types 
Fix types of new model object
 2021-02-27 09:33:00 +01:00
Matthias
03eb23a4ce 2 levels of Trade models, one with and one without sqlalchemy 
Fixes a performance issue when backtesting with sqlalchemy, as that
uses descriptors for all properties.
 2021-02-27 09:33:00 +01:00
Matthias
394a6bbf2a Fix some type errors 2021-02-27 09:33:00 +01:00
Matthias
52acacbed5 Check min-trade-stake in backtesting 2021-02-27 09:33:00 +01:00
Matthias
f04f07299c Improve backtesting metrics 2021-02-27 09:33:00 +01:00
Matthias
7913166453 Improve performance by updating wallets only when necessary 2021-02-27 09:33:00 +01:00
Matthias
f367375e5b ABS drawdown should show wallet high and low values 2021-02-27 09:33:00 +01:00
Matthias
0d2f877e77 Use absolute drawdown calc 2021-02-27 09:32:59 +01:00
Matthias
74fc4bdab5 Shorten debug log 2021-02-27 09:32:59 +01:00
Matthias
72f21fc5ec Add trade-volume metric 2021-02-27 09:32:59 +01:00
Matthias
35e6a9ab3a Backtest-reports should calculate total gains based on starting capital 2021-02-27 09:32:59 +01:00
Matthias
8d61a26382 Allow dynamic stake for backtesting and hyperopt 2021-02-27 09:32:59 +01:00
Matthias
e4abe902fc Enable compounding for backtesting 2021-02-27 09:32:59 +01:00
Matthias
0faa6f84dc Improve Wallet logging disabling for backtesting 2021-02-27 09:32:59 +01:00
Matthias
081b9be45c use get_all_locks to get locks for backtest result 2021-02-27 09:32:59 +01:00
Matthias
712d503e6c Use sell-reason value in backtesting, not the enum object 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
9361aa1c95 Add wallets to backtesting 2021-02-27 09:32:59 +01:00
Matthias
11b20d6932 Add config to hyperopt_loss_function documentation 2021-02-17 07:04:29 +01:00
Matthias
eff0d46ea1
Merge pull request #4375 from flomerz/pass_processed_data 
pass data and config to loss function
 2021-02-16 20:06:50 +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
Florian Reitmeir
5c263c7ffd add backtesting results abs profit min/abs profit max, to get a better view if a strategy has a enough money to succeed 2021-02-14 19:41:12 +01:00
Matthias
e7acee7904 Improve coin value output by rounding coin specific 2021-02-13 16:05:56 +01:00
Matthias
072abde9b7 Introduce round_coin_value to simplify coin rounding 2021-02-13 16:05:35 +01:00
Matthias
c659150d9f Also print trade_duration in seconds to json 2021-01-25 19:42:34 +01:00
Matthias
62e43539c9 Limit max_open_trades to maximum available pairs 
closes #4008
 2021-01-24 19:59:54 +01:00
Matthias
789a980a30 Fix tests for new export format 2021-01-24 19:42:32 +01:00
Matthias
deb8432d33 Streamline trade to dataframe conversion 2021-01-24 08:58:41 +01:00
Matthias
8ee264bc59 Don't use profit_percent for backtesting results anymore 2021-01-24 08:58:41 +01:00
Matthias
48977493bb Backtesting does not need to convert to BacktestResult object 2021-01-24 08:58:41 +01:00
Matthias
7c80eeea95 Add use_custom_stoploss to optimize_report 2021-01-19 22:51:12 +01:00
Matthias
0b65fe6afe Capture backtest start / end time 2021-01-14 19:09:25 +01:00
Matthias
9147106259 call bot_loop_start() in backtesting to allow setup-code to run 2021-01-14 19:09:25 +01:00
Matthias
baa1142afa Use preprocessed to get min/max date in hyperopt 2021-01-14 19:09:21 +01:00
Matthias
9d4cdcad10 Extract backtesting of one strategy 2021-01-14 19:04:42 +01:00
Matthias
f3de0dd3eb Fix support for protections in hyperopt 
closes #4208
 2021-01-14 06:53:40 +01:00
Matthias
63a579dbab Add sell_profit_offset parameter 
Allows defining positive offsets before enabling the sell signal
 2021-01-11 19:30:25 +01:00
Matthias
f11fd2fee1 Sort imports 2020-12-23 17:00:02 +01:00
Matthias
67193bca3d Move pairlists to be a plugin submodule 2020-12-23 16:54:35 +01:00
Matthias
266031a6be Disallow PerformanceFilter for backtesting 
closes #4072
 2020-12-16 19:24:47 +01:00
Matthias
f047297995 Improve wording, fix bug 2020-12-07 15:48:06 +01:00
Matthias
5849d07497 Export locks as part of backtesting 2020-12-07 11:39:01 +01:00
Matthias
bb51da8297 Fix slow backtest due to protections 2020-12-07 11:39:01 +01:00
Matthias
75a5161650 Support multis-strategy backtests with protections 2020-12-07 11:39:01 +01:00
Matthias
a3f9cd2c26 Only load protections when necessary 2020-12-07 11:39:01 +01:00
Matthias
e2d15f4082 Add parameter to enable protections for backtesting 2020-12-07 11:39:01 +01:00
Matthias
32189d27c8 Disable output from plugins in backtesting 2020-12-07 11:39:01 +01:00
Matthias
9f34aebdaa Allow closing trades without message 2020-12-07 11:39:01 +01:00
Matthias
b606936eb7 Make changes to backtesting to incorporate protections 2020-12-07 11:39:01 +01:00
Matthias
e40d97e05e Small formatting improvements 2020-11-28 17:52:29 +01:00
Matthias
5d3f59df90 Add best / worst trade 2020-11-28 17:45:56 +01:00
Matthias
a00f852cf9 Add best / worst pair to summary statistics 2020-11-28 17:37:10 +01:00
Matthias
a47d8dbe56 Small refactor, avoiding duplicate calculation of profits 2020-11-28 11:35:29 +01:00
Matthias
730c9ce471 Add Max_open_trades to summary metrics 2020-11-24 06:57:26 +01:00
Matthias
887d78171c
Merge pull request #3857 from freqtrade/arrow_deprecation_timestamp 
Convert timestamp to int_timestamp for all arrow occurances
 2020-11-02 16:40:43 +01:00
Matthias
e73203acb8 FIx bug with dmmp 2020-11-01 10:51:07 +01:00
Matthias
7a092271c5 Merge branch 'develop' into arrow_deprecation_timestamp 2020-10-20 20:01:54 +02:00
Matthias
cf2ae788d7 Convert backtesting rows to Tuples for performance gains 2020-10-18 17:16:57 +02:00
Matthias
5d3a67d324 Don't debug-log during backtesting. 
Even though log-messages are surpressed, calling "debug" will always
have to do something.
 2020-10-18 16:38:16 +02:00
Matthias
b80a219d03 Improve typehints for backtesting 2020-10-18 16:35:23 +02:00
Matthias
380e6628e0 Merge branch 'develop' into feat/backtest_speedup_serialize 2020-10-18 16:19:04 +02:00
Matthias
2591a34db4 Don't use arrow objects for backtesting 2020-10-18 16:18:52 +02:00
Matthias
ecddaa663b Convert timestamp to int_timestamp for all arrow occurances 2020-10-13 06:24:01 +02:00
Matthias
23bad8fd9f Rename DefahltHyperoptLoss function to ShortTradeDurHyperOptLoss 2020-10-10 14:22:29 +02:00
Matthias
23278e52db remove obsolete logging statements 2020-10-08 20:22:59 +02:00
Matthias
e8f2c09f08 Extract handling of left open trades to seperate method 2020-10-08 20:11:45 +02:00
Matthias
52502193c4 Backtesting should not double-loop for sell signals 2020-10-07 20:59:05 +02:00
Matthias
40b61bbfe3 Adjust trailing-stop to be python compliant 2020-10-05 07:44:12 +02:00
Matthias
cb74c9bcde Fix hyperopt output 2020-10-03 13:27:06 +02:00
Matthias
6977ffdbf9 Merge branch 'develop' into isort_config 2020-09-28 20:21:55 +02:00
Matthias
253b7b763e Apply isort to freqtrade codebase 2020-09-28 19:40:46 +02:00
Matthias
c42a924df8 Load latest file 2020-09-27 16:50:42 +02:00
Matthias
ff96cf154c Keep hyperopt result history 2020-09-27 16:33:26 +02:00
Matthias
b736691e0e Remove hyperopt --continue 2020-09-27 16:18:28 +02:00
Matthias
bb27b236ce Remove unused arguments 2020-09-26 14:55:12 +02:00
Matthias
ff3e2641ae generate_backtest_stats must take config options from the strategy 
config

as a strategy can override certain options.
 2020-09-25 20:47:37 +02:00
Matthias
378f03a5b1 Add relevant parameters to stored backtest result 2020-09-25 06:37:40 +02:00
Matthias
6674285b12
Merge pull request #3756 from allenday/patch-1 
prettify hyperopt console output
 2020-09-19 17:43:05 +02:00
Matthias
f0d7f18cf9 Pad wins / draws / losses for hyperopt with spaces instead of 0's 2020-09-19 17:32:22 +02:00
Matthias
ec01f20bf8 Add ratio to sell reason stats 2020-09-16 20:27:28 +02:00
Allen Day
f63a378967
Update hyperopt.py 
zero pad wins/draws/losses (W/D/L) column to preserve alignment in console pretty print
 2020-09-07 23:26:55 +08:00
Matthias
284d39930f Allow using pairlists through dataprovider in backtesting 2020-08-30 10:07:28 +02:00
Matthias
d8a6410fd1 Fix small bug when using max-open-trades -1 in backtesting 2020-08-23 09:00:57 +02:00
Matthias
3d93236709 Remove unused import 2020-08-21 14:55:47 +02:00
Matthias
301f74fd1b
Merge pull request #3418 from freqtrade/hyperopt_colorama_init 
Test colorama init again (after the fixes done to progressbar)
 2020-08-21 14:54:35 +02:00
Matthias
4f1179d85c Test for empty case 2020-08-20 20:11:58 +02:00
Matthias
f5a9001dc0 Handle backtest results without any trades 2020-08-20 19:51:36 +02:00
Matthias
3d515ed5bf
Merge pull request #3558 from freqtrade/bt_add_maxdrawdown 
Revise backtesting export format, add some metrics
 2020-08-19 06:39:47 +02:00
Matthias
9982ad2f36 Add profit to backtest summary output 2020-08-18 16:59:24 +02:00
Matthias
668d167adc Add docstring to store_backtest_stats 2020-08-18 16:15:24 +02:00
Matthias
4eb17b4daf Remove unneeded function 2020-08-18 15:20:37 +02:00
Matthias
a6dac9acf3
Merge pull request #3667 from freqtrade/hyperopt_enable_dataprovider 
Hyperopt enable dataprovider
 2020-08-17 07:00:48 +02:00
Matthias
1f153f51ee
Merge pull request #3660 from freqtrade/hyperopt_default_tests 
Move DefaultHyperopt to tests
 2020-08-17 06:49:55 +02:00
Matthias
b98107375e Improve formatting of result string to be a bit conciser 2020-08-14 07:31:14 +02:00
Matthias
d76ee43246 Show wins / draws / losses in hyperopt table 2020-08-14 07:14:10 +02:00
Matthias
05bd099f51 Merge branch 'develop' into pr/yazeed/3008 2020-08-14 06:58:09 +02:00
Matthias
87e4a82041 Merge branch 'develop' into bt_add_maxdrawdown 2020-08-09 08:34:36 +02:00
Matthias
fca41a44bb Also logg timeframe 2020-08-08 20:20:58 +02:00
Matthias
2afe1d5b11 Add link to full sample 2020-08-08 17:30:31 +02:00
Matthias
dd430455e4 Enable dataprovier for hyperopt 2020-08-08 17:04:32 +02:00
Matthias
8b6d10daf1 Move DefaultHyperopt to test folder (aligned to strategy) 2020-08-06 08:50:41 +02:00
Matthias
aab5596fa6 Convert trade open / close to timestamp 
(to allow uniform analysis of backtest and real trade data - while
giving control of date-formatting to the endsystem.
 2020-07-27 07:20:40 +02:00
Matthias
977a6d4e9c Add profit_total to results line 2020-07-26 16:10:48 +02:00
Matthias
454046f745 Add stake_currency and max_opeN_trades to backtest result 2020-07-26 15:55:54 +02:00
Matthias
8d0f338bf2 Timestamps should be in ms 2020-07-26 15:23:21 +02:00
Matthias
9ed5fed887 Fix output format to be of an identical type 2020-07-26 15:17:54 +02:00
Matthias
902e8fa62f Fix wrong spelling in one subcomponent 2020-07-26 14:39:00 +02:00
Matthias
c1191400a4 Allow 0 fee value by correctly checking for None 2020-07-15 19:20:20 +02:00
Matthias
bdf611352e Update summary-metrics output 2020-07-14 19:34:01 +02:00
Matthias
1fc4451d2f Avoid \ linebreak 2020-07-03 20:32:04 +02:00
Matthias
0d15a87af8 Remove old store_backtest method 2020-07-03 20:21:32 +02:00
Matthias
987188e41f Add avgduration for winners and losers 2020-07-03 19:58:02 +02:00
Matthias
8e0ff4bd86 Add Win / draw / losing days 2020-07-03 19:45:45 +02:00
Matthias
42868ad24a Add best / worst day to statistics 2020-07-03 19:30:29 +02:00
Matthias
7c5587aeaa exportfilename can be a file or directory 2020-07-03 06:58:27 +02:00
Matthias
2ed808da1f Extract .last_result.json to constant 2020-07-03 06:58:27 +02:00
Matthias
59e0ca0aaa Add pairlist to backtest-result 2020-07-03 06:58:27 +02:00
Matthias
c13ec4a1d4 implement fallback loading for load_backtest_data 2020-07-03 06:58:27 +02:00
Matthias
7727292861 Rename duration to trade_duration 2020-07-03 06:58:27 +02:00
Matthias
f368aabcc7 Add amount to backtest-result 2020-07-03 06:58:27 +02:00
Matthias
6e94734678 Add fee to backtestresult 2020-07-03 06:58:27 +02:00
Matthias
03ab61959b Add test for generate_backtest_stats 2020-07-03 06:58:27 +02:00
Matthias
075eb0a161 Fix sequence of saving 2020-07-03 06:58:27 +02:00
Matthias
0fa56be9d2 remove openIndex and closeIndex from backtest-report 2020-07-03 06:58:27 +02:00
Matthias
04cbc2cde5 Shorten variable 2020-07-03 06:58:27 +02:00
Matthias
b068e7c564 Rename open_time and close_time to *date 2020-07-03 06:58:27 +02:00
Matthias
415853583b Save backtest-stats 2020-07-03 06:58:27 +02:00
Matthias
81c8e8677d use 0 as profit mean, not nan 2020-07-03 06:58:27 +02:00
Matthias
480c5117f1 Handle empty return strings 2020-07-03 06:58:27 +02:00
Matthias
5fce7f3b22 Add market Change 
closes #2524 and #3518
 2020-07-03 06:58:27 +02:00
Matthias
cf044d166e Tests should use new Datetime format too 2020-07-03 06:58:27 +02:00
Matthias
fbddfaeacf Introduce DatetimePrintFormat 2020-07-03 06:58:27 +02:00
Matthias
cbcf3dbb43 Add more metrics to summarytable 2020-07-03 06:58:27 +02:00
Matthias
6922fbc3aa Add max_drawdown error handler 2020-07-03 06:58:27 +02:00
Matthias
455b26ea48 Add max drawdown to backtesting 2020-07-03 06:58:27 +02:00
hroff-1902
02c0488d45
Merge pull request #3453 from freqtrade/fix/3363 
Backtesting should load pairlists after the strategy
 2020-06-29 21:53:33 +03:00
Matthias
0b2982caed Merge branch 'develop' into hyperopt_colorama_init 2020-06-16 10:16:41 +02:00
Matthias
761407f74d
Merge pull request #3430 from freqtrade/timeframe 
ticker_interval -> timeframe
 2020-06-15 13:47:26 +02:00
Matthias
a3506f4d8e Merge branch 'develop' into timeframe 2020-06-15 06:35:55 +02:00
Matthias
d337fb6c6a Update some comments 2020-06-15 06:35:31 +02:00
hroff-1902
ea77edce05
Make flake happy 2020-06-13 18:54:54 +03:00
hroff-1902
3d9b107761
Changes after review 2020-06-13 17:12:37 +03:00
Felipe Lambert
69ac5c1ac7 change hyperopt return to better copy to strategy file 2020-06-10 14:35:31 -03:00
Matthias
72ae4b1500 Load pairlist after strategy to use strategy-config 
fail in certain conditions when using strategy-list

Fix #3363
 2020-06-07 16:15:26 +02:00
Matthias
a75b94f143 use bracket notation for dataframe access 2020-06-07 15:40:00 +02:00
Matthias
68395d2745 Use bracket notation to query results in hyperopt 2020-06-07 15:39:59 +02:00
Matthias
04779411f5 Add docstring to backtest_stats 2020-06-07 15:39:59 +02:00
Matthias
070913f327 Rename text_table generation 2020-06-07 11:35:02 +02:00
Matthias
499c6772d1 Rename tabulate methods 
they don't "generate" anything
 2020-06-07 11:31:33 +02:00
Matthias
a6f6724752 Reorder functions in optimize_report 2020-06-07 11:29:14 +02:00
hroff-1902
64881a94e2
Merge branch 'develop' into timeframe 2020-06-02 15:56:34 +03:00
Matthias
a8005819c9 Add class-level attributes to hyperopt and strategy 2020-06-02 10:19:27 +02:00
Matthias
f9bb1a7f22 Update more occurances of ticker_interval 2020-06-02 10:02:55 +02:00
Matthias
3e895ae74a Some more replacements of ticker_interval 2020-06-02 09:41:42 +02:00
Matthias
cadc50ce9b Replace more occurances of ticker_interval with timeframe 2020-06-01 20:49:40 +02:00
Matthias
d9afef8fe1 Move colorama_init to where it was 2020-06-01 09:37:10 +02:00
Matthias
ffa93377b4 Test colorama init again (after the fixes done to progressbar) 2020-06-01 09:34:03 +02:00
Matthias
091693308a Correctly call show_backtest_results 2020-06-01 09:25:26 +02:00
Matthias
ceaf32d304 Extract backtesting report generation from show_backtest_Results 2020-06-01 09:24:05 +02:00
Matthias
f202e09b10 Extract conversion to trades list to it's own function 2020-06-01 08:57:31 +02:00
Matthias
18a5787a2c
Reorder typing imports 
Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
 2020-05-27 19:17:15 +02:00
Matthias
abf79e4ab4 Use temporary variable to clean up code 2020-05-25 20:47:48 +02:00
Matthias
6a9a8f927e Rename some methods, improve some testing 2020-05-25 20:46:31 +02:00
Matthias
462c35cf75 Move stats generation to the top 2020-05-25 20:22:22 +02:00
Matthias
027ea64d48 Fix docstrings, extract strategy-list results 2020-05-25 19:55:02 +02:00
Matthias
db257e9f7f Rename method to be public 2020-05-25 19:50:23 +02:00
Matthias
18a2dad684 Extract data generation from generate_text_table 2020-05-25 19:35:32 +02:00
Matthias
0917b17efd Refactor result_line to return dict 2020-05-25 19:21:01 +02:00
Matthias
876a9e4f44 finish refactor of sell_reason table 2020-05-25 07:08:15 +02:00
Matthias
d17300fd84 Refactor sell reason stats to return a dict 2020-05-25 07:02:24 +02:00
Matthias
9d1ad70bb7 Split optimize generation from printing 2020-05-25 06:44:51 +02:00
Florian Merz
889a153731 fix PEP8 2020-05-03 17:29:56 +02:00
Florian Merz
690bb7646a hyperopt csv export - add params 2020-05-03 17:00:12 +02:00
Matthias
509f38d3aa Use non-deprectated parameter for progressbar 2020-05-01 17:59:24 +02:00
hroff-1902
726e52aaa7 Use skopt model_queue_size instead of custom hack 2020-04-29 10:49:25 +03:00
hroff-1902
c26835048c Hyperopt cleanup, do not use 'trials' 2020-04-28 22:56:19 +03:00
hroff-1902
a01ed170f5 Improve hyperopt-list logging 2020-04-28 17:33:07 +03:00
hroff-1902
9ebc997e9d
Merge pull request #3215 from freqtrade/backtest_use_pairlists 
Backtest use pairlists
 2020-04-27 13:34:06 +03:00
Matthias
fb8a85da01 Disallow VolumePairList from backtesting for now 2020-04-27 07:56:17 +02:00
Matthias
e8530c36d3 Remove pairlists from hyperopt too (it holds a reference to exchange) 2020-04-25 15:46:20 +02:00
Matthias
8987859044 Enable pairlist parsing for backtesting and hyperopt 2020-04-25 15:37:13 +02:00
hroff-1902
d9f255a6c0 Fix asterisk printing for csv output 2020-04-25 12:49:14 +03:00
Yazeed Al Oyoun
c9711678fd fixed indent 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
181b12b3a8 added wins/draws/losses 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
6147498fd4 fixed indent 2020-04-25 11:31:51 +02:00
Yazeed Al Oyoun
2fb3d94938 added wins/draws/losses 2020-04-25 11:31:51 +02:00
hroff-1902
2d994f6feb Better printing of asterisk 2020-04-24 21:57:29 +03:00
hroff-1902
6e5f0869b3 Remove another unused method 2020-04-24 18:39:08 +03:00
hroff-1902
5c012d79eb Remove unused method 2020-04-24 18:14:07 +03:00
Matthias
d36e2cf6ab Fix random test failure in hyperopt 2020-04-16 07:06:47 +02:00
hroff-1902
8b6a7e685e
Merge pull request #3133 from freqtrade/backtesting_filenameexpanding 
[minor] Fix filename handling with --strategy-list
 2020-04-15 12:02:19 +03:00
hroff-1902
4d80f52db4
Merge pull request #3134 from freqtrade/backtesting_memory 
Backtesting memory and dataframe
 2020-04-13 23:08:45 +03:00
Fredrik81
2c1c1c7f16
Update freqtrade/optimize/hyperopt.py 
nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
 2020-04-11 17:42:32 +02:00
Fredrik81
d9e54ab7a4
Update freqtrade/optimize/hyperopt.py 
nice find

Co-Authored-By: Matthias <xmatthias@outlook.com>
 2020-04-11 17:42:19 +02:00
Fredrik81
4707484a4c Fix issue with colring enabled + styling 2020-04-09 11:42:13 +02:00
Fredrik81
cdc774549e Merge branch 'develop' into progress-bar 2020-04-08 01:56:43 +02:00
Fredrik81
132f5f73f5
Update hyperopt.py 2020-04-07 10:44:18 +02:00
Fredrik81
c95906cfcf
Update hyperopt.py 2020-04-07 10:42:15 +02:00
Fredrik81
d5609d4997 Changed back to progressbar2 for better handling of logger. 
Coloring still needs some work (bug + what colors to use)
 2020-04-06 13:12:32 +02:00
Matthias
de47186263 Use .loc for assignments 2020-04-02 19:31:48 +02:00
Matthias
cf6e6488c7 Fix filename handling with --strategy-list 2020-04-02 17:29:18 +02:00
Matthias
3d4664c2a6 Remove unnecessary import 2020-03-15 15:40:12 +01:00
Matthias
e1b08ad76c Add docstring to store_backtest_result 2020-03-15 15:38:26 +01:00
Matthias
e95665ceca Make backtestresult storing independent from printing 2020-03-15 15:36:23 +01:00
Matthias
a13d581658 Move backtest-result visualization out of backtesting class 2020-03-15 15:17:53 +01:00
Matthias
6106d59e1a Move store_backtest_results to optimize_reports 2020-03-15 15:17:35 +01:00
Matthias
328dbd3930 Remove unnecessary parameter to generate_text_table_sell_reason 2020-03-15 15:04:48 +01:00
Matthias
0f1640bed4 convert exportfilename to Path when config parsing 2020-03-15 09:39:45 +01:00
hroff-1902
51f52c8609
Merge branch 'develop' into no-ticker-2 2020-03-13 16:43:52 +03:00
hroff-1902
a7ed51c642 return back the name of the hyperopt data file 2020-03-13 04:04:23 +03:00
hroff-1902
ebb0187f40 dataframe -> df_analyzed in backtesting and edge 2020-03-13 03:54:56 +03:00
Fredrik81
5737139979 Small fix 2020-03-12 16:47:09 +01:00
Fredrik81
1a59fc11be doh 2020-03-12 02:36:18 +01:00
Fredrik81
df1ae565dc clean-up 2020-03-12 02:26:41 +01:00
Fredrik81
9387ed923c fix for empty lines 2020-03-12 02:07:50 +01:00
Fredrik81
81cbb92556 Switch to TQDM 2020-03-11 22:30:36 +01:00
Fredrik81
3a8b68c0fd Initial work on progressbar 2020-03-10 20:30:36 +01:00
hroff-1902
73c19da4b9 Adjust handling of zero stdev in loss functions 2020-03-10 13:44:16 +03:00
hroff-1902
f148b5f734
cosmetics in lambdas 2020-03-10 10:38:37 +03:00
Fredrik81
bd158eefd2 Fixed loggin 2020-03-10 03:02:52 +01:00
Fredrik81
2f5fc731bb Removed overwrite option 2020-03-09 18:53:30 +01:00
Fredrik81
cb419614cd Spelling miss 2020-03-08 23:00:21 +01:00
Fredrik81
4ad93ed6bb Changed output for null columns 2020-03-08 22:41:05 +01:00
hroff-1902
3208faf7ed Do not use ticker where it's not a ticker 2020-03-08 20:47:02 +03:00
Fredrik81
7606d814fa Initial work on csv-file export. Missing docs and tests 2020-03-05 01:58:33 +01:00
hroff-1902
57523d58df
Merge pull request #2994 from Fredrik81/hyperopt-table 
Added dynamic print table function to hyperopt
 2020-03-04 23:44:53 +03:00
Fredrik81
090d1e8a70 Alignment and cleanups 2020-03-04 20:51:09 +01:00
Fredrik81
7652a2bb95 Updated table layout and aligning better for hyperopt 2020-03-04 00:10:47 +01:00
Fredrik81
399c419163 Changed table formating. Adding some code to align hyperopt table generation. WIP 2020-03-03 01:14:56 +01:00
hroff-1902
82bdd01843
Merge pull request #3003 from Fredrik81/cores-and-arguments 
Hyperopt: fix number of CPU cores, jobs and total epochs
 2020-03-03 02:12:21 +03:00
hroff-1902
52cd5f9127
Better use enumerate: more correct and more pythonic 2020-03-03 01:42:25 +03:00
hroff-1902
45c9496792
Do not run optimizer for 'jobs' epochs for the last iteration 2020-03-03 01:33:11 +03:00
hroff-1902
a7d4755859
optimize calculation of current_jobs 2020-03-03 01:20:14 +03:00
hroff-1902
92425642da
Fix config_jobs 2020-03-03 01:00:24 +03:00
Fredrik81
0e4862b0c8 Added logging if argument is miss-configured 2020-03-02 22:58:54 +01:00
Fredrik81
7713cfeb79 Corrected logic for -j + and - argument 2020-03-02 21:02:32 +01:00
Fredrik81
f08c7eedf1 Changed jobs to be dynamic for last loop 2020-03-01 14:35:13 +01:00
Fredrik81
75b4f1a442 Fix alignment of higher values 2020-03-01 14:12:27 +01:00
Fredrik81
e89fd33229 Fix for more arguments 2020-02-29 23:57:15 +01:00
Fredrik81
7a4edb1cd8 Fix: When total epochs is less than cpu cores 2020-02-29 23:41:59 +01:00
Fredrik81
23ae0653bd Changed table output to match hyperopt-list command 2020-02-29 23:24:08 +01:00
hroff-1902
0528af1700
Merge pull request #2879 from freqtrade/sortino_hyperopt_loss 
Sortino hyperopt loss
 2020-02-29 11:36:27 +03:00
Fredrik81
349aa2f957 Added dynamic print table function to hyperopt 2020-02-28 21:54:04 +01:00
hroff-1902
bee8e92f02
Final changes, use sqrt i.o. statistics.pstdev 2020-02-28 23:50:25 +03:00
Fredrik81
55d471190a Changed table style of backtesting and alignment of headers 2020-02-27 13:28:28 +01:00
hroff-1902
893d9cde8d
Merge pull request #2943 from Fredrik81/add-print-table 
Added function to print hyperopt-list as table using tabulate
 2020-02-27 05:22:41 +03:00
Fredrik81
cd7efde6c0 Fixed coloring so it's only targeting the values not the table borders 2020-02-24 22:06:21 +01:00
Fredrik81
23bf135b8a Alignment of table content, changed coloring, changed 'Best' column to show if it's initial_point or best 2020-02-24 11:01:14 +01:00
Yazeed Al Oyoun
3fb6818bd8
Merge branch 'develop' into sortino_hyperopt_loss 2020-02-19 02:37:25 +01:00
Fredrik Rydin
2058b492eb Added function to print hyperopt-list as table using tabulate 2020-02-18 22:46:53 +01:00
Matthias
6335d81ceb Merge branch 'develop' into data_handler 2020-02-16 15:12:14 +01:00
hroff-1902
674898bd32 Fix usage of vars in the commented out line 2020-02-16 15:26:40 +03:00
hroff-1902
42dfda9231 Adjust docstring 2020-02-16 13:46:07 +03:00
hroff-1902
fbe5cc44da Use statistics.pstdev 2020-02-16 13:43:23 +03:00
hroff-1902
1e84b2770c Fix values of downside_returns 2020-02-16 04:10:53 +03:00
hroff-1902
161dd1a3e6 Rename risk_free_return to minumum_accepted_return 2020-02-16 03:55:16 +03:00
hroff-1902
b2328cdf4f
Do not subtract risk_free_ratio twice 2020-02-13 07:07:35 +03:00
hroff-1902
9ec9a7b124
Fix t_index to be normalized 2020-02-09 21:20:15 +03:00
hroff-1902
c89a32224c
Fix SharpeHyperOptLossDaily 2020-02-09 18:40:19 +03:00
Matthias
d65a06947d Merge branch 'develop' into data_handler 2020-02-09 15:16:43 +01:00
hroff-1902
61ced5e926 Fix typo 2020-02-08 02:49:06 +03:00
Yazeed Al Oyoun
e8b9d88eb6 moved line for total_downside 2020-02-07 16:44:55 +03:00
Yazeed Al Oyoun
a46b7bcd6d more fixes... 2020-02-07 16:44:43 +03:00
Yazeed Al Oyoun
9bcc5d2eed fixed downside_returns to read from profit_percent_after_slippage 2020-02-07 16:36:12 +03:00
Yazeed Al Oyoun
728ab0ff21 Added both SortinoHyperOptLoss and SortinoHyperOptLossDaily 2020-02-07 16:35:28 +03:00
Yazeed Al Oyoun
b56a1f0603 initial push of sortino, work not done, still need own tests 2020-02-07 16:34:20 +03:00
Yazeed Al Oyoun
deb0b7ad67 Added both SortinoHyperOptLoss and SortinoHyperOptLossDaily 2020-02-07 16:30:37 +03:00
Yazeed Al Oyoun
44d67389d2 initial push of sortino, work not done, still need own tests 2020-02-07 16:29:27 +03:00
Yazeed Al Oyoun
ff819386e1 added draws to backtesting tables, reduced len of some labels to help fit this without increasing total width 2020-02-07 03:51:50 +01:00
Yazeed Al Oyoun
5b00eaa42d
Updated Strategy Summary table to match other backtesting tables (#2864) 2020-02-06 06:58:58 +01:00
Yazeed Al Oyoun
9639ffb140
added daily sharpe ratio hyperopt loss method, ty @djacky (#2826) 
* more consistent backtesting tables and labels

* added rounding to Tot Profit % on Sell Reasosn table to be consistent with other percentiles on table.

* added daily sharpe ratio hyperopt loss method, ty @djacky

* removed commented code

* removed unused profit_abs

* added proper slippage to each trade

* replaced use of old value total_profit

* Align quotes in same area

* added daily sharpe ratio test and modified hyperopt_loss_sharpe_daily

* fixed some more line alignments

* updated docs to include SharpeHyperOptLossDaily

* Update dockerfile to 3.8.1

* Run tests against 3.8

* added daily sharpe ratio hyperopt loss method, ty @djacky

* removed commented code

* removed unused profit_abs

* added proper slippage to each trade

* replaced use of old value total_profit

* added daily sharpe ratio test and modified hyperopt_loss_sharpe_daily

* updated docs to include SharpeHyperOptLossDaily

* docs fixes

* missed one fix

* fixed standard deviation line

* fixed to bracket notation

* fixed to bracket notation

* fixed syntax error

* better readability, kept np.sqrt(365) which results in  annualized sharpe ratio

* fixed method arguments indentation

* updated commented out debug print line

* renamed after slippage profit_percent so it wont affect _calculate_results_metrics()

* Reworked to fill leading and trailing days

* No need for np; make flake happy

* Fix risk free rate

Co-authored-by: Matthias <xmatthias@outlook.com>
Co-authored-by: hroff-1902 <47309513+hroff-1902@users.noreply.github.com>
 2020-02-06 06:49:08 +01:00
hroff-1902
d457d43999
Merge pull request #2833 from hroff-1902/type-hints 
Add some type hints
 2020-02-03 23:24:26 +03:00
Yazeed Al Oyoun
3499f1b85c better readability and more consistent with daily sharpe loss method 2020-02-02 08:47:33 +01:00
hroff-1902
f3d500085c Add some type hints 2020-02-02 07:00:40 +03:00
Matthias
19d4e1435c
Merge pull request #2828 from yazeed/line_alignment_fixes 
fixed some more line alignments
 2020-02-01 11:19:28 +01:00
Yazeed Al Oyoun
d038bcedb0 fixed some more line alignments 2020-01-31 22:37:05 +01:00
Matthias
c396ad4daa Align quotes in same area 2020-01-31 20:41:51 +01:00
Yazeed Al Oyoun
907a61152c added rounding to Tot Profit % on Sell Reasosn table to be consistent with other percentiles on table. 2020-01-31 04:53:37 +01:00
Yazeed Al Oyoun
e2b3907df5 more consistent backtesting tables and labels 2020-01-31 04:39:18 +01:00
Matthias
1b9af9d2d8 Merge branch 'develop' into data_handler 2020-01-26 20:31:13 +01:00
Matthias
f347e5934a Small adjustments for moved commands 2020-01-26 13:46:01 +01:00
Matthias
e033df6a2f Move optimize_commands to commands module 2020-01-26 13:46:01 +01:00
Matthias
6e85280467 Adjust imports 2020-01-26 13:46:01 +01:00
Matthias
bd4dd8403b Fix type-errors with stake_amount 2020-01-25 12:49:37 +01:00
hroff-1902
f4c7edf551 No args for backtest(), use arguments 2020-01-25 12:49:37 +01:00
Matthias
7d2d0235a0 Fix typo in sell-reason table generation 2020-01-22 06:08:34 +01:00
Matthias
fc2970f41b Merge branch 'develop' into data_handler 2020-01-21 06:58:48 +01:00
Tejesh
f73f0b1653 Update comments on backtesting 2020-01-15 19:29:00 +05:30
Matthias
785cd2a640 Rename test module 2020-01-09 06:53:51 +01:00
Matthias
c475729c13 Extract edge reporting to optimize_reports 2020-01-09 06:52:34 +01:00
Matthias
989ab646a9 Add profit % to sell_reason table 2020-01-09 06:46:39 +01:00
Matthias
a9fbad0741 Improve docstrings 2020-01-02 09:37:54 +01:00
Matthias
904e1647e1 Extract generate_text_table_strategy to seperate module 2020-01-02 09:31:53 +01:00
Matthias
caec345c0b Extract generate_text_table_sell_reason from backtesting class 2020-01-02 09:31:53 +01:00
Matthias
18a53f4467 Extract generate_text_table from backtesting class 2020-01-02 09:31:47 +01:00
Matthias
699c0d6bc3 Merge branch 'develop' into data_handler 2019-12-30 19:40:43 +01:00
Matthias
2537b8cb0c
Merge pull request #2725 from freqtrade/minor_fix 
[Minor] Edge-cli should use exchangeresolver
 2019-12-30 19:27:40 +01:00
Matthias
1ffda29fd2 Adjust improts to new exception location 2019-12-30 15:02:17 +01:00
Matthias
fb3a53b8af Use ExchangeResolver for edge_cli too 2019-12-30 14:28:34 +01:00
Matthias
f4a532ef6d Pass format to load_data 2019-12-28 14:57:39 +01:00
Matthias
416517b0c9 Move trim_dataframe from history to converter 2019-12-28 11:01:41 +01:00
hroff-1902
6db75bc244
Merge pull request #2706 from freqtrade/data_dir 
Convert datadir within config to Path
 2019-12-28 05:14:48 +03:00
Matthias
e5aed098b5 Enhance backtest results with sell reason profit / loss table 2019-12-25 09:39:29 +01:00
Matthias
c6b9c8eca0 Forgot to save 2019-12-23 19:32:31 +01:00
Matthias
c6d2233978 Convert StrategyLoader to static loader 2019-12-23 10:23:48 +01:00
Matthias
6d5aca4f32 Convert hyperoptloss resolver to static loader 2019-12-23 10:09:08 +01:00
Matthias
248ef5a0ea Convert HyperoptResolver to static loader 2019-12-23 10:06:19 +01:00
Matthias
560acb7cea Convert ExchangeResolver to static loader class 2019-12-23 10:03:18 +01:00
Matthias
fc5764f9df Edge small cleanup 2019-12-19 19:55:21 +01:00
hroff-1902
cf4c3642ce Minor improvements in data.history 2019-12-18 01:06:03 +03:00
Matthias
a2964afd42 Rename profit_percent to profit_ratio to be consistent 2019-12-17 08:53:30 +01:00
hroff-1902
26ab108890 Fix mypy errors in develop 2019-12-15 01:10:09 +03:00
hroff-1902
1cc174c007
Merge pull request #2624 from freqtrade/backtest_refactor 
handle and document ROI=-1
 2019-12-14 23:11:36 +03:00
hroff-1902
e26f563f4b
Merge pull request #2655 from freqtrade/avoid_keyerror_backtest 
Use first pair of pairlist to get fee
 2019-12-14 23:10:40 +03:00
Matthias
2f7181e236
Merge pull request #2648 from hroff-1902/hyperopt-random-state 
Seed hyperopt random_state if not passed
 2019-12-14 15:54:59 +01:00
hroff-1902
f2266ea9f4
Use shorter range for seeded random-state 2019-12-14 15:17:45 +03:00
Matthias
a48c0ad868 Use first pair of pairlist to get fee 
Use this instead of hardcoded ETH/BTC - so backtesting works with
exchanges without ETH/BTC pair
 2019-12-14 12:55:02 +01:00
Matthias
703924d6c4
Merge pull request #2643 from freqtrade/mins 
Remove min (plural) from codebase
 2019-12-12 14:27:39 +01:00
hroff-1902
6e778ad710 Seed hyperopt random_state if not passed 2019-12-12 03:12:28 +03:00
Matthias
f44e3dc319
Merge pull request #2642 from hroff-1902/fix-hyperopt-trailing 
Fix generation of hyperopt trailing params
 2019-12-11 19:53:42 +01:00
Matthias
7c7ca1cb90 Remove min (plural) from codebase 2019-12-11 07:12:37 +01:00
Matthias
b2a9b87be3
Merge pull request #2632 from freqtrade/dependabot/pip/develop/scikit-learn-0.22 
Bump scikit-learn from 0.21.3 to 0.22
 2019-12-10 16:20:39 +01:00
Matthias
3f9f29ba4e Fix Flake8 import error 2019-12-10 16:10:51 +01:00
hroff-1902
3448f86263 Suppress scikit-learn FutureWarnings from skopt imports 2019-12-10 15:46:29 +03:00
hroff-1902
641e3fdf7a Fix generation of hyperopt trailing params 2019-12-10 03:32:43 +03:00
hroff-1902
0e4ef33d6a
Merge pull request #2581 from hroff-1902/hyperopt-list 
Add hyperopt-list and hyperopt-show commands
 2019-12-10 00:30:26 +03:00
Matthias
de33ec4250 use sell_row.open also when the active ROI value just changed 2019-12-09 16:52:12 +01:00
Matthias
45d12dbc83 Avoid a few calculations during backtesting 2019-12-07 15:28:56 +01:00
Matthias
3163cbdf8a Apply special case for negative ROI 2019-12-07 15:18:12 +01:00
Matthias
3091869115 refactor get_close_rate out of get_sell_trade-entry 2019-12-07 14:30:14 +01:00
hroff-1902
d21ae4edd3 Add fixes for comments in the review 2019-12-05 23:29:31 +03:00
Matthias
4b0a4c936a Fix hyperopt with ticker_interval from strategy 2019-12-05 20:31:02 +01:00
hroff-1902
b61f43835d Make flake happy 2019-12-05 01:11:06 +03:00
hroff-1902
017a94adc1 Merge develop 2019-12-05 01:08:38 +03:00
hroff-1902
54694dd3a4 Manual merge of some conflicts in hyperopt 2019-12-04 23:14:47 +03:00
hroff-1902
668d42447f Refactor log_trials_result() 2019-12-01 16:15:00 +03:00
hroff-1902
69b0767165 Merge remote-tracking branch 'upstream/develop' into hyperopt-trailing-space 2019-12-01 03:28:23 +03:00
hroff-1902
a88bfa8ded Fix: trailing_stop_positive should be positive 2019-12-01 02:27:17 +03:00
hroff-1902
8f9b5095b5 Fix some tests 2019-11-27 22:52:43 +03:00
hroff-1902
8e7512161a Add hyperopt-list and hyperopt-show commands 2019-11-26 15:01:42 +03:00
Matthias
af3eea3805 Move config json validation to after strategy loading 
Otherwise attributes are mandatory in configuration
while they could be set in the strategy
 2019-11-25 07:05:30 +01:00
hroff-1902
067267f4cf Log messages improved (plural/singular) 2019-11-23 12:20:41 +03:00
hroff-1902
737c07c5b6 Make mypy happy 2019-11-23 11:51:52 +03:00
hroff-1902
097cdcb57a Save epochs at intermediate points 2019-11-23 11:32:33 +03:00
hroff-1902
e7ddd81251
Merge branch 'develop' into hyperopt-trailing-space 2019-11-23 03:42:58 +03:00
Matthias
9b050523e9
Merge pull request #2397 from freqtrade/feat/new_args_system 
require subcommand for all actions
 2019-11-14 06:28:42 +01:00
Matthias
5b62ad876e Remove hyperopts occurances 2019-11-13 09:39:00 +01:00
Matthias
c449e39280 Replace more occurances of ticker_interval 2019-11-12 15:13:06 +01:00
Matthias
1c57a4ac35 more replacements of ticker_interval 2019-11-12 15:13:06 +01:00
Matthias
d801dec6aa Some more places with ticker_interval gone 2019-11-12 15:13:06 +01:00
Matthias
e4bdb92521 Replace some occurances of ticker_interval with timeframe 2019-11-12 15:13:06 +01:00
hroff-1902
31ab32f0b9 Always set trailing_stop=True with 'trailing' hyperspace 2019-11-08 12:47:28 +03:00
hroff-1902
f90676cfc5 Add trailing stoploss hyperspace 2019-11-08 03:07:43 +03:00
Matthias
ca77dbe8da Fix UnicodeError in hyperopt output 2019-11-06 19:33:15 +01:00
Matthias
eb0b0350e0 Introduce remove_credentials to remove code duplication 2019-11-05 12:39:19 +01:00
Matthias
1e44f93c31 Fix pandas access warning 2019-11-03 10:58:31 +01:00
Matthias
861f10dca6 Allow populate-indicators to come from strategy 2019-11-02 11:10:33 +01:00
Matthias
132a4da7cf Small style fixes and adjusted tests 2019-10-27 10:56:38 +01:00
Matthias
33164ac78e Refactor loading of bt data to backtesting ... 2019-10-27 09:44:56 +01:00
Matthias
bd4a23beeb Refactor start-adjust logic to timerange 2019-10-27 09:44:56 +01:00
Matthias
6382a4cd04 Implement startup-period to default-strategy 2019-10-27 09:44:56 +01:00
Matthias
704121c197 Move most logic to history 2019-10-27 09:44:56 +01:00
Matthias
9c7696a8ce Add required_startup to backtesting 2019-10-27 09:44:56 +01:00
hroff-1902
4ec83a2c24 DefaultHyperOpts --> DefaultHyperOpt; hyperopts --> hyperopt where it's not correct 2019-10-18 23:29:19 +03:00
Matthias
85c4546333
Merge pull request #2343 from hroff-1902/move-experimental 
Move experimental settings to ask_strategy
 2019-10-10 16:08:11 +02:00
hroff-1902
2ec8376af9
Merge pull request #2342 from freqtrade/fix/negativeroi 
Don't have backtest sells outside of a candle
 2019-10-08 11:19:34 +03:00
Matthias
0664a8c0e6 add --fee to change fees to other values 2019-10-05 15:29:00 +02:00
hroff-1902
9b23376415 Move experimental settings to ask_strategy 2019-10-05 13:29:59 +03:00
Matthias
7ea9da9605 Fix #2277 2019-10-05 10:54:28 +02:00
Matthias
dc47a391da Move ignore to corrct line for mypy 730 2019-09-30 19:32:46 +02:00
Matthias
ed10048394
Merge pull request #2308 from hroff-1902/hyperopt-config 
Allow use of config in custom hyperopt methods
 2019-09-28 10:36:46 +02:00
hroff-1902
4ac53f1549 Shorten the default hyperopt stoploss space 2019-09-28 04:13:53 +03:00
hroff-1902
9db915853a Allow use of config in custom hyperopt methods 2019-09-26 11:59:21 +03:00
Matthias
5237723f22
Merge pull request #2303 from freqtrade/feat/hyperopt_optional_install 
Optional hyperopt dependency installation
 2019-09-26 09:42:16 +02:00
Matthias
b994f5c273
Merge pull request #2294 from hroff-1902/fix-skopt-memory3 
Fix skopt memory exhaustion
 2019-09-25 19:55:27 +02:00
Matthias
27cc73f47e Dynamically import hyperopt modules 2019-09-25 11:40:34 +02:00
hroff-1902
665e0570ae Fix hyperopt position stacking 2019-09-25 03:41:22 +03:00
hroff-1902
6ffb8b7a70 Fix wordings in comment 2019-09-23 13:25:31 +03:00
hroff-1902
0c6164df7e Fix memory exhaustion in skopt models list 2019-09-23 13:03:43 +03:00
Matthias
313091eb1c some more refresh_pairs cleanups 2019-09-20 20:22:51 +02:00
Matthias
1cd8ed0c1a Remove --refresh-pairs 2019-09-20 20:02:07 +02:00
hroff-1902
69f29e8907 minor: Cleanup for backtesting 2019-09-18 22:57:17 +03:00
hroff-1902
5cbc073dd1 minor: Cleanup hyperopt 2019-09-16 21:46:15 +03:00
hroff-1902
76e45883bd
Merge pull request #2253 from hroff-1902/backtesting-improve-logs 
Improve logs for backtesting
 2019-09-14 11:23:46 +03:00
Matthias
e6ccc1427c have Arguments return a dict instead of Namespace 2019-09-12 20:16:39 +02:00
hroff-1902
849d694c27 Don't inherit from object 2019-09-12 04:39:52 +03:00
hroff-1902
9bdfaf3803 Remove quotes around the pairs 2019-09-11 23:32:08 +03:00
hroff-1902
35580b135a Improve backtesting logs 2019-09-10 10:42:45 +03:00
hroff-1902
3d028f512e
Merge pull request #2235 from hroff-1902/eliminate_import_strategy 
Allow --strategy for hyperopt
 2019-09-08 12:23:48 +03:00
hroff-1902
2b00a5d90a Get rid of import_strategy() 2019-09-08 02:43:02 +03:00
Matthias
972b8a1726 Remove defaulting to test_data folder when no datadir is present 2019-09-07 21:06:20 +02:00
hroff-1902
2e49125e87
Merge branch 'develop' into hyperopt-simplified-interface 2019-09-06 15:11:06 +03:00
Matthias
7af445adf3
Merge pull request #2137 from hroff-1902/hyperopt-adaptive-roi-space 
Hyperopt: adaptive roi_space
 2019-09-06 06:26:52 +02:00
hroff-1902
9a6a89c238 allow simplified hyperopt interface 2019-09-03 19:54:28 +03:00
hroff-1902
d9c2b7d460 fix fetching ticker_interval from strategy 2019-08-26 22:31:24 +03:00
hroff-1902
bfc68ec792 minor cleanup in Backtesting 2019-08-25 23:36:42 +03:00
Matthias
513e84880e Don't escape ticks where it's not needed 2019-08-25 20:38:51 +02:00
hroff-1902
067208bc9d make backtesting an attribute of Hyperopt 2019-08-24 00:10:35 +03:00
Matthias
91b0394433
Merge pull request #2156 from freqtrade/remove_live 
Remove deprecated option live  - deprecate -r
 2019-08-22 15:33:39 +02:00
Matthias
aaeeb9c0c6 Merge branch 'develop' into align_userdata 2019-08-21 19:41:10 +02:00
hroff-1902
fcb0ff1b60 do not round values in the debug message 2019-08-20 23:42:44 +03:00
hroff-1902
17b3f01b28
Merge branch 'develop' into hyperopt-adaptive-roi-space 2019-08-20 23:00:23 +03:00
hroff-1902
cadf573170 round printed stoploss value as well 2019-08-20 22:24:59 +03:00
hroff-1902
a12876da92 fine printing for floats in the roi tables (round to 5 digits after the decimal point) 2019-08-20 22:17:21 +03:00
Matthias
9e24992835 Remove calls to load_data using live= 2019-08-20 07:00:43 +02:00
Matthias
9e8ca8d4bf
Merge pull request #2138 from freqtrade/history_docstrings 
Refactorings to history
 2019-08-20 06:35:54 +02:00
Matthias
0a478bc0dc Merge branch 'develop' into align_userdata 2019-08-18 15:00:12 +02:00
Matthias
09286d4918 file_dump_json accepts Path - so we should feed it that 2019-08-16 13:04:48 +02:00
hroff-1902
e525275d10 make flake and mypy happy 2019-08-15 23:13:46 +03:00
hroff-1902
4fa92ec0fa hyperopt: --print-json option added 2019-08-15 21:39:04 +03:00
hroff-1902
5b9711c002 adaptive roi_space 2019-08-14 13:25:49 +03:00
Matthias
51c3a31bb5 Correct imports and calls to parse_timerange 2019-08-14 10:07:32 +02:00
Matthias
c0784b7c33
Merge pull request #2089 from hroff-1902/hyperopt-print-colorized 
Hyperopt print colorized results
 2019-08-13 19:36:06 +02:00
hroff-1902
8f92912852 final colorization schema 
colorization schema-2: red, green, bright/dim

colorization schema-3: red, green, bright only green bests

colorization schema-4: no red, green for profit, bright for bests
 2019-08-12 21:08:52 +03:00
hroff-1902
e5dcd520ba cosmetics in sample_hyperopt and default_hyperopt 2019-08-12 02:19:50 +03:00
Matthias
2c5a499a8b Merge branch 'develop' into align_userdata 2019-08-10 20:15:07 +02:00
Matthias
74e583a612
Merge pull request #2094 from hroff-1902/hyperopt-roi-stoploss 
Simplify custom hyperopts -- no need to copy ugly methods in every custom implementation
 2019-08-10 15:49:52 +02:00
hroff-1902
ae39f6fba5 use of termcolor eliminated 2019-08-09 14:51:03 +03:00
Cedric Schmeits
8ad5afd3a1
As -sharp_ratio is returned the value should be nagative. 
This leads in a high positive result of the loss function, as it is a minimal optimizer
 2019-08-08 22:10:51 +02:00
hroff-1902
0d4a2c6c3a advanced sample hyperopt added; changes to helpstrings 2019-08-08 22:51:37 +03:00
Matthias
3d3b0938e5
Merge pull request #2101 from freqtrade/backtest_ticker_interval_unset 
Backtest ticker interval unset
 2019-08-07 14:20:36 +02:00
Matthias
7e91a0f4a8 Fail gracefully if ticker-interval is not set 2019-08-06 06:45:44 +02:00
Matthias
bc2e920ae2 Adjust code to verify "current" candle for buy/sells 2019-08-05 20:07:29 +02:00
hroff-1902
c6444a10a8 move roi_space, stoploss_space, generate_roi_table to IHyperOpt 2019-08-05 18:07:25 +03:00
Matthias
383b24ab84 Merge branch 'develop' into align_userdata 2019-08-05 06:55:51 +02:00
hroff-1902
9cbab35de0 colorization by means of termcolor and colorama 2019-08-04 22:54:19 +03:00
hroff-1902
f200f52a16 hyperopt print colorized results 2019-08-03 19:09:42 +03:00
hroff-1902
13620df717 'with values:' line removed 2019-08-03 11:05:05 +03:00
hroff-1902
3b65c986ee wordings fixed 2019-08-03 10:20:20 +03:00
hroff-1902
aa8f44f68c improvements to hyperopt output 2019-08-02 22:22:58 +03:00
Matthias
39e8e507d9 Merge branch 'develop' into align_userdata 2019-08-02 20:08:26 +02:00
hroff-1902
065ebd39ef cleanup in hyperopt 2019-08-01 23:57:26 +03:00
Matthias
bcccdda7c0 Merge branch 'develop' into align_userdata 2019-08-01 19:33:45 +02:00
Matthias
8cef567abc create and use hyperopt-results folder 2019-07-31 07:10:17 +02:00
hroff-1902
8f1f416a52 hyperopt cleanup and output improvements 2019-07-30 11:47:28 +03:00
Matthias
2c7a248307 Use user_data_dir in hyperopt 2019-07-28 14:57:05 +02:00
Matthias
0a253d66d0 Remove os.path from hyperopt 2019-07-28 14:57:05 +02:00
hroff-1902
e9b77298a7 max() removed 2019-07-25 08:17:41 +03:00
hroff-1902
0c2c094db6 minor: add OnlyProfitHyperOptLoss 2019-07-23 18:51:24 +03:00
Matthias
639a4d5cf7 Allow importing interface from hyperopt.py 2019-07-17 07:15:43 +02:00
Matthias
0e500de1a0 Add sample loss and improve docstring 2019-07-17 06:32:24 +02:00
Matthias
8ccfc0f316 Remove unused variables 2019-07-17 06:24:40 +02:00
Matthias
ec49b22af3 Add sharpe ratio hyperopt loss 2019-07-16 06:45:13 +02:00
Matthias
d23179e25c Update hyperopt-loss to use resolver 2019-07-16 06:27:43 +02:00
Matthias
7d62bb8c53 Revert --clean argument to --continue 2019-07-16 05:51:26 +02:00
Matthias
07a1c48e8c Fix wrong intendation for custom-hyperopt check 2019-07-15 23:14:07 +02:00
Matthias
7be25313a5 Add some mypy ignores 2019-07-15 22:59:28 +02:00
Matthias
55e8092cbf Add sharpe ratio as loss function 2019-07-15 22:52:33 +02:00
Matthias
e5170582de Adapt tests to new loss-function method 2019-07-15 22:45:14 +02:00
Matthias
710443d200 Add documentation for custom hyperopt 2019-07-15 21:38:49 +02:00
Matthias
2a20423be6 Allow loading custom hyperopt loss functions 2019-07-15 21:35:42 +02:00
Matthias
2fedae6060 Move unnecessary things out of generate_optimizer 2019-07-15 20:31:55 +02:00
Matthias
b1b4048f97 Add test for hyperopt 2019-07-15 20:28:02 +02:00
Matthias
107f00ff8f Add hyperopt option to clean temporary pickle files 2019-07-15 20:17:15 +02:00
Matthias
5144e98a82
Merge pull request #2015 from hroff-1902/refactor/config2 
Make configuration a module
 2019-07-15 19:41:57 +02:00
Matthias
cbe25178d7
Merge pull request #2009 from hroff-1902/fix-2008 
fix #2008
 2019-07-15 10:55:33 +02:00
hroff-1902
65f77306d3 using logger.debug, info was too noisy 2019-07-14 21:00:48 +03:00
hroff-1902
efbc7cccb1 enable --dmmp for hyperopt 2019-07-14 20:56:17 +03:00
hroff-1902
1bdffcc73b make configuration a sep. module, including arguments 2019-07-12 00:49:23 +03:00
hroff-1902
e993e010f4 Fix #2013 2019-07-11 23:02:57 +03:00
hroff-1902
c474e2ac86 fix #2008 2019-07-10 01:53:40 +03:00
Matthias
700bc087d3
Merge pull request #1952 from hroff-1902/fix/1948 
Fix #1948
 2019-06-27 19:36:06 +02:00
hroff-1902
e5a8030dd7 comment added 2019-06-27 16:42:10 +03:00
Matthias
a07653a6cc Merge branch 'develop' into fix/validate_dataframe 2019-06-24 06:21:08 +02:00
hroff-1902
7fbdf36c64 avoid code duplication while selecting min_roi entries 2019-06-23 19:23:51 +03:00
Matthias
4cbcb5f36f Move .title to ExchangeResolver (it does not make sense to do this over 
and over again)
 2019-06-22 16:52:14 +02:00
Matthias
7a0d86660e Mypy type errors 2019-06-21 07:10:30 +02:00
hroff-1902
813c008af2 setup_configuration() cleanup 2019-06-16 21:37:43 +03:00
Matthias
89ff614e1d Add pair as parameter, and warn when fillup was necessary 2019-06-15 13:46:19 +02:00
Matthias
55079831a1 Don't explicitly validate backtest data (it's done while loading now). 2019-06-15 13:45:50 +02:00
Misagh
ad9dc349e4 edge cli should override stake_amount 2019-06-15 12:20:32 +02:00
Matthias
1afe6c1437 Don't run validation per strategy, it's only eneded once 2019-06-14 19:37:54 +02:00
Matthias
4dc3a0ca1d Small cleanup to reduce dict lookups during backtesting/hyperopt 2019-06-10 16:20:19 +02:00
hroff-1902
90b0f1daa8 minor optimize cleanup 2019-06-10 02:08:54 +03:00
Matthias
c2f6897d8b Move download of live data to load_data 
Avoids code duplication in backtesting and plot_dataframe
 2019-05-29 20:20:20 +02:00
Matthias
55bdd26439 Edgecli -> Edge for Runmode and start_edge() 2019-05-28 19:25:01 +02:00
Matthias
104f1212e6 Move edge_cli_start to optimize 2019-05-25 20:06:15 +02:00
Matthias
236c392d28 Don't load hyperopts / optimize dependency tree if that module is not 
used
 2019-05-25 20:00:31 +02:00
Matthias
b38c43141c Adjust imports to new location 2019-05-25 16:53:35 +02:00
Matthias
9225cdea8a Move validate_backtest_data and get_timeframe to histoyr 2019-05-25 16:51:52 +02:00
hroff-1902
c3e93e7593 fix reduce() TypeError in hyperopts 2019-05-24 23:08:56 +03:00
hroff-1902
406e266bb4 typo in comment fixed 2019-05-22 14:34:35 +03:00
hroff-1902
2c9a519c5e edge: handle properly the 'No trades' case 2019-05-22 14:21:36 +03:00
hroff-1902
8b95e12468 log message adjusted in backtesting and hyperopt 2019-05-15 12:05:35 +03:00
hroff-1902
5677c4882e minor: add ticker data validation; log backtesting interval 2019-05-13 23:56:59 +03:00
hroff-1902
00b4501c59 avg profit and total profit corrected (to be %, not ratio); comments cleaned up a bit; typo in the log msg fixed 2019-05-12 21:14:00 +03:00
hroff-1902
0f43e0bb7d minor hyperopt output improvements 2019-05-10 10:54:44 +03:00
hroff-1902
e7b81e4d46 hyperopt --min-trades parameter 2019-05-01 15:27:58 +03:00
hroff-1902
ea44bbff9f prevent hyperopt from running simultaneously 2019-04-25 11:11:04 +03:00
Matthias
bf56e25404
Merge pull request #1746 from hroff-1902/json-defaults 
Support for defaults in json schema
 2019-04-24 12:20:39 +02:00
Matthias
d16ccd7e37 Merge branch 'develop' into json-defaults 2019-04-24 09:51:04 +02:00
hroff-1902
6a0f527e0e
merge --job-workers and commit printing debug log messages with the opt state 2019-04-24 10:35:04 +03:00
hroff-1902
2898067318
Merge branch 'develop' into hyperopt-jobs 2019-04-24 10:31:03 +03:00
hroff-1902
fc4ef2b430
Merge branch 'develop' into hyperopt-opt-params 2019-04-23 21:58:27 +03:00
hroff-1902
e3b0474901
Merge branch 'develop' into hyperopt-jobs 2019-04-23 21:34:38 +03:00
hroff-1902
cc9f899cd6 removed explicit dependency on multiprocessing module 2019-04-23 21:25:36 +03:00
hroff-1902
a022b1a6c1 --random-state for optimzer to get reproducible results added 2019-04-23 21:18:52 +03:00
Matthias
4971b9fc39
Merge pull request #1793 from hroff-1902/hyperopt-debug-state 
hyperopt: print optimizer state in debug log messages
 2019-04-23 20:11:04 +02:00
hroff-1902
3e3fce5f38 print optimizer state in debug log messages 2019-04-23 09:49:24 +03:00
hroff-1902
7c8e26c717 -j/--job-workers option added for controlling the number of joblib parallel worker processes used in hyperopt 
docs refreshed
 2019-04-23 00:52:07 +03:00
hroff-1902
ad85ac3dde make --refresh-pairs-cached common option for optimization; added support for it into hyperopt 2019-04-22 21:24:45 +03:00
hroff-1902
6b87d94bb0 --print-all command line option added for hyperopt 2019-04-22 01:10:01 +03:00
hroff-1902
9fbe573cca limit usage of ccxt to freqtrade/exchange only 2019-04-09 12:27:35 +03:00
hroff-1902
4559a38172 PoC: use defaults in json schema for some exchange options 2019-04-08 04:42:28 +03:00
hroff-1902
8cb1024ff6
Merge branch 'develop' into ccxt-parse_timeframe 2019-04-05 23:16:27 +03:00
Misagh
9dc2a30793
Merge pull request #1683 from gianlup/fix_bt_partial_data 
Fix backtest problem with partial data
 2019-04-05 07:28:57 +02:00
Matthias
7010c835d2 Improve commentign 2019-04-04 20:23:10 +02:00
hroff-1902
2aa1b43f01 get rid of TICKER_INTERVAL_MINUTES dict, use ccxt's parse_timeframe() instead 2019-04-04 20:56:40 +03:00
Matthias
32cbb714f9 Improve commenting on backtsting and backtest_multi_tst 2019-04-04 19:44:03 +02:00
Matthias
0307ba7883 Remove one branch - python does lazy evaluation 2019-04-03 20:04:04 +02:00
Matthias
e085fd9e95 Disable dataprovider from hyperopt. 
Dataprovider uses weak links to initialize, which cannot be pickled, and
therefore cannot be used during hyperopt.
 2019-03-25 19:49:58 +01:00
Matthias
0ae81d4115 Provide dataprovider access during backtesting 2019-03-25 19:26:51 +01:00
Matthias
00e6749d8b Refactor backtest() to be a bit more concise 2019-03-23 15:00:07 +01:00
Gianluca Puglia
6b89e86a97 Removed Timestamp cast 2019-03-20 19:44:59 +01:00
Gianluca Puglia
0eff324ce0 Use dedicated index for every pair 2019-03-20 18:38:10 +01:00
Matthias
e67ffd2d87 Fix issue that backtest is broken when stoploss_on_exchange is on 2019-03-06 19:55:34 +01:00
Matthias
02d13645b0 Merge branch 'develop' into feat/dataprovider 2019-01-26 19:29:41 +01:00
Matthias
3afe54790e
Merge pull request #1510 from gianlup/add_totprofit_to_bt 
Added total profit column to backtest result
 2019-01-25 06:38:39 +01:00
Matthias
d136cac181 Merge branch 'develop' into feat/dataprovider 2019-01-23 21:01:19 +01:00
Gianluca Puglia
896c9d34fd Added total profit column do backtest result 2019-01-22 22:41:53 +01:00
Matthias
13e2f71d30 Add flake8 plugins and implement small improvements 2019-01-22 20:01:12 +01:00
Matthias
0aa0b1d4fe Store tickers by pair / ticker_interval 2019-01-22 07:07:15 +01:00
Matthias
a206777fe5 Rename refresh_tickers to refresh_latest_ohlcv 2019-01-22 07:05:09 +01:00
Matthias
1340b71633 Add RunMode setting to determine bot state 2019-01-22 07:04:19 +01:00
Matthias
a2c01916e1 Add type-ignores to floatfmt 
tabulate supports this:
30554300d7/tabulate.py (tabulate.py-1291):1294
 2019-01-17 20:28:21 +01:00
Matthias
cd2bccd441 Have backtest use the same logic to get the ROI entry 2019-01-12 13:45:43 +01:00
Matthias
40b1d8f067 Fix CI problems 2019-01-06 14:57:14 +01:00
Matthias
dd2af86a41 pprint results 2019-01-06 14:47:38 +01:00
Matthias
167088827a include default buy/sell trends for the hyperopt strategy 2019-01-06 14:13:15 +01:00
Matthias
a0df7b9d7c Use sell/buy trends from hyperopt file if available 2019-01-06 14:12:55 +01:00
Matthias
2147bd8847 Fix problem when no experimental dict is available 2019-01-06 13:29:14 +01:00
Matthias
798ae460d8 Add check if trigger is in parameters 2019-01-06 13:29:14 +01:00
Matthias
68ba1e1f37 Add sell signal hyperopt 2019-01-06 13:29:14 +01:00
Misagh
26a77e193e
Merge pull request #1454 from freqtrade/feat/interpolate_missing 
interpolate missing candles
 2019-01-04 22:33:53 +01:00
Matthias
2bc76771bf Align backtest to interface.py 
interface.py roi calculation skips on <= duration
the correct selection is therefore trade_duration > x.
 2019-01-01 16:50:10 +01:00
Matthias
fae875f588 Implement missing_data_fillup to tests and operations 2018-12-31 19:15:49 +01:00
Matthias
8b9cc45f41 move test for data completeness 
should be done before analyzing strategy
 2018-12-31 15:09:50 +01:00
Matthias
429f846ad1 Switch load_data to kwargs 2018-12-15 20:31:05 +01:00
Matthias
6c02cc5993 Adjust test to pathlib 2018-12-15 14:14:38 +01:00
Matthias
21aba1620c Replace calls to load_data 2018-12-15 14:10:33 +01:00
Matthias
407139b0e0 remove unused imports 2018-12-14 06:32:49 +01:00
Matthias
432cc00283 Adjust imports to data.history 2018-12-14 06:32:49 +01:00
Matthias
1a3fcd4771 extract data-handling methods from optimize 2018-12-14 06:32:49 +01:00
Matthias
04c330f10b
Merge pull request #1404 from freqtrade/feat/pass_df 
keep DF instead of list
 2018-12-13 20:14:32 +01:00
Matthias
7e3955b04c Fix edge-cli comments (refer to edge, not backtest 2018-12-12 20:04:14 +01:00
Matthias
7a533de1a8 Use list ticker history for backtesting 2018-12-12 19:17:09 +01:00
Matthias
3ac2106a16
Merge pull request #1290 from freqtrade/fix/backtest_toomanyopen 
fix backtesting not respecting max_open_trades
 2018-11-30 19:17:09 +01:00
Matthias
cc7b820978 Move hyperoptresolver to resolvers package 2018-11-24 20:14:08 +01:00
Matthias
21a093bcdb extract resolvers to IResolvers and it's own package 2018-11-24 20:00:02 +01:00
Matthias
805f509498 Merge branch 'develop' into fix/backtest_toomanyopen 2018-11-24 10:39:16 +01:00
Matthias
64028647a0
Merge pull request #571 from stephendade/userhyper 
Separated out custom hyperopts
 2018-11-21 19:14:30 +01:00
Matthias
a3b6004115 IHyperopt: all methods static, somef ixes for mypy 2018-11-20 19:41:07 +01:00
Matthias
7757c53b06 Small fixes 2018-11-20 17:43:49 +01:00
Matthias
5dd013c3b1 Rename hyperopt interface and resolver 2018-11-20 17:40:45 +01:00
misagh
f666d1596b renaming edge to edge_cli for command line version 2018-11-15 10:31:56 +01:00
Matthias
4f800bfbc8 Fix pickling-error 2018-11-14 20:25:43 +01:00
misagh
ca22a116ad timerange added to args 2018-11-14 17:14:37 +01:00
misagh
5d73b303fe unnecessary libraries removed + arg help enriched 2018-11-14 16:49:16 +01:00
misagh
dd47d7adb4 cli blank line added to readability 2018-11-14 16:37:26 +01:00
misagh
b0e4aa8eff stop loss range added to args 2018-11-14 16:31:23 +01:00
misagh
36030176bb nb_trades and avg_trade_duration added to cli 2018-11-14 13:38:23 +01:00
misagh
5de3f1d9dd showing result in tabular 2018-11-14 13:25:44 +01:00
misagh
95cbbf1cb5 adding edge configuration to cli 2018-11-14 12:53:20 +01:00
misagh
cf974168e9 Edge cli drafted 2018-11-14 12:37:15 +01:00
Matthias
93429a58b2 remove TODO 2018-11-09 07:13:20 +01:00
Matthias
9cd2ed5a16 fix hyperopt get_timeframe mock 2018-11-09 07:13:20 +01:00
Matthias
66487f2a13 require start/end-date argument in backtest 2018-11-09 07:13:20 +01:00
Matthias
96efd12a31 add new options to hyperopt 2018-11-09 07:12:41 +01:00
Matthias
e94da7ca41 inverse backtest logic to loop over time - not pairs (more realistic) 2018-11-09 07:12:41 +01:00
Matthias
7b62e71f23 Fix some tests and rebase issues 2018-11-07 20:45:52 +01:00
Matthias
8044846d37 Fix some refactoring problems 2018-11-07 07:05:40 +01:00
Stephen Dade
477515c4b5 Now using resolver for custom hyperopts 2018-11-07 06:58:20 +01:00
Stephen Dade
e0f420983e Updated logger in custom_hyperopt 2018-11-07 06:55:28 +01:00
Stephen Dade
469db0d434 Decoupled custom hyperopts from hyperopt.py 2018-11-07 06:26:16 +01:00
Matthias
95d271ca5d Fix ROI close-rate calculation to work with fees - adjust tests 2018-11-01 13:14:59 +01:00
Matthias
8c93760a6d simplify some code 2018-10-30 20:23:31 +01:00
Matthias
f96f0cdea7 Add additional comment 2018-10-30 20:02:31 +01:00
Matthias
98050ff594 use all min_roi entries 2018-10-29 19:27:23 +01:00
Matthias
233c442af9 Adjust backtest so sell uses stop-loss or roi value as closerate 2018-10-29 19:27:23 +01:00
Matthias
db9a85f4a2
Merge pull request #1282 from freqtrade/feat/add_missingdata_warning 
Show warning if part of backtest data is missing
 2018-10-27 11:16:10 -04:00
Matthias
3c6d10f03e Print missing value count too 2018-10-18 20:05:57 +02:00
Matthias
bc356c4d65 Return true/false for validation function 2018-10-18 19:48:54 +02:00
Matthias
fb52d32296 Add validate_backtest_data function 2018-10-18 19:42:54 +02:00
Matthias
d7459bbbf3 refactor get_timeframe out of backtesting class 2018-10-17 19:59:33 +02:00
Matthias
8a3272e7c5 don't copy tickerdata_to_dataframe into backtesting 
it's used only once, so this does not make sense and hides the origin of
the function
 2018-10-17 19:47:19 +02:00
Matthias
631ba464f3 Show warning if part of backtest data is missing 2018-10-14 14:40:03 +02:00
Matthias
84622dc84b Move test for strategy out of constructor 2018-09-29 14:23:53 +02:00
Matthias
1b290ffb5d Update hyperopt to show errors if non-supported variables are used 2018-09-29 13:49:38 +02:00
Matthias
6e66763e5f Only load strategy once during backtesting 2018-09-27 19:23:55 +02:00
Matthias
567211e9f9 don't print "NAN" lines in "left_open_trades" 2018-09-20 20:35:26 +02:00
Matthias
54ddd908e6 Merge branch 'develop' into ccxt-async 2018-08-29 19:43:09 +02:00
Matthias
a077955efa update json.load to json_load - followup to #1142 2018-08-19 19:58:07 +02:00
Matthias
6d1c82a5fa Remove last refreence to get_candle_history 2018-08-19 19:50:14 +02:00
Matthias
2b37c1ff0e Merge branch 'develop' into ujson-loader 2018-08-12 13:11:40 +02:00
Matthias
7d72e364aa Remove broken ujson loading - replace with variable-based fix 2018-08-12 13:08:10 +02:00
Matthias
a852d2ff32 default since_ms to 30 days if no timerange is given 2018-08-10 11:15:02 +02:00
Matthias
a107c4c7b4 Download using asyncio 2018-08-10 11:08:28 +02:00
Matthias
74d6816a1a Fix some comments 2018-08-10 11:00:07 +02:00
Janne Sinivirta
3a5b435dfa
Merge pull request #1089 from freqtrade/feat/backtest_multi_strat 
Allow multi strategy backtest without data reload
 2018-08-02 12:35:47 +03:00
creslin
a741f1144a missing __init__.py 2018-08-02 08:58:04 +00:00
Matthias
40ee86b357 Adapt after rebase 2018-07-31 21:08:03 +02:00
Matthias
76fbb89a03 use print for backtest results to avoid odd newline-handling 2018-07-31 21:04:03 +02:00
Matthias
c648e2acfc Adjust documentation to strategy table 2018-07-31 21:04:03 +02:00
Matthias
028589abd2 Add strategy summary table 2018-07-31 21:04:03 +02:00
Matthias
5125076f5d Fix typo 2018-07-31 21:04:03 +02:00
Matthias
a57a2f4a75 Store backtest-result in different vars 2018-07-31 21:04:03 +02:00
Matthias
bd3563df67 Add test for new functionality 2018-07-31 21:04:03 +02:00
Matthias
644f729aea Refactor strategy loading to __init__ 2018-07-31 21:04:03 +02:00
Matthias
5f2e92ec5c Refactor backtesting 2018-07-31 21:04:03 +02:00
Matthias
65aaa3dffd Extract backtest strategy setting 2018-07-31 21:04:03 +02:00
Matthias
56046b3cb3 Add strategylist option to backtesting 2018-07-31 21:04:03 +02:00
Matthias
787d6042de Switch from pair(str) to metadata(dict) 2018-07-29 20:56:23 +02:00
Matthias
5fbce13830 update hyperopt to use new methods 2018-07-29 20:55:40 +02:00
Matthias
98665dcef4 revert inadvertent wihtespace changes 2018-07-29 20:55:37 +02:00
Matthias
df8700ead0 Adapt after merge from develop 2018-07-29 20:55:37 +02:00
Gert Wohlgemuth
0dcaa82c3b fixed test? 2018-07-29 20:55:06 +02:00
Gert Wohlgemuth
3dd7d209e9 more test fixes 2018-07-29 20:55:06 +02:00
Gert Wohlgemuth
abc55a6e6b fixing? hyperopt 2018-07-29 20:55:06 +02:00
xmatthias
2e6e5029ba fix mypy and tests 2018-07-29 20:55:06 +02:00
Matthias
7f27beff4b
Revert "backtesting: try to load data with ujson if it exists" 2018-07-29 13:23:11 +02:00
Samuel Husso
cb2fff8909 mypy doesn't handle common idiomacy so disable the line (see the open issue more details) 2018-07-28 22:06:26 +03:00
Samuel Husso
cdd8cc551c backtesting: try to load data with ujson if it exists 2018-07-28 21:56:11 +03:00
Janne Sinivirta
4b38c8b11d use pandas own min and max for column sorting 2018-07-25 17:04:25 +03:00
Janne Sinivirta
0b3190552e
Merge pull request #1018 from freqtrade/feat/sell_reason 
Record sell reason
 2018-07-24 09:09:45 +03:00
Matthias
4fb9823cfb fix rebase problem 2018-07-19 19:50:06 +02:00
Matthias
760c79c5e9 Use .center() to output trades header line 2018-07-19 19:39:08 +02:00
Matthias
a452864b41 Use namedtuple for sell_return 2018-07-19 19:39:08 +02:00
Matthias
506aa0e3d3 Add print_sales table and test 2018-07-19 19:34:14 +02:00
Matthias
2a61629014 Export sell_reason from backtest 2018-07-19 19:29:31 +02:00
Matthias
cbffd3650b add sell_reason to backtesting 2018-07-19 19:29:31 +02:00
Janne Sinivirta
0cc1b66ae7
Merge pull request #1037 from freqtrade/fix/backtest-comment 
replace --realistic with 2 separate flags
 2018-07-19 17:33:19 +03:00
Janne Sinivirta
6070d819b8
Merge pull request #1040 from freqtrade/xmatthias_backtest_duration 
Fix backtest duration calculation
 2018-07-19 17:32:11 +03:00
Matthias
8f254031c6 Add short form for parameters, change default for hyperopt 2018-07-19 13:19:36 +02:00
Matthias
aa69177436 Properly check emptyness and adjust floatfmt 2018-07-19 13:14:21 +02:00
Matthias
79b1030435 output duration in a more readable way 2018-07-18 20:08:55 +02:00
Matthias
f9f6a3bd04
cast to int to keep exports constant 2018-07-18 09:29:51 +02:00
Matthias
8e4d2abd4e
Fix typo 2018-07-18 09:10:17 +02:00
Matthias
08237abe20
Fix wrong backtest duration 
identified in #1038
 2018-07-18 09:06:12 +02:00
Matthias
c82276ecbe add --disable-max-market-positions 2018-07-17 21:05:03 +02:00
Matthias
e17618407b Rename --realistic-simulation to --enable-position-stacking 2018-07-17 20:26:59 +02:00
Janne Sinivirta
aeb4102bcb refactor Analyze class methods to base Strategy class 2018-07-16 08:23:39 +03:00
Janne Sinivirta
85e6c9585a remove pass-through methods from Analyze 2018-07-16 08:23:39 +03:00
Janne Sinivirta
a74147c472 move strategy initialization outside Analyze 2018-07-16 08:23:39 +03:00
Matthias
06c9494a46
add missing s to Backtest cum results 2018-07-11 14:50:04 +02:00
Janne Sinivirta
aa2366346a
Merge pull request #1001 from xmatthias/feat/backtest_cum_profit 
Add cumulative profit to backtest result table
 2018-07-11 07:21:28 +03:00
Matthias
8b06000f0f Use open-rates for backtesting 2018-07-08 20:03:11 +02:00
Matthias
efaa8f16e7 Improve formattiong of table 2018-07-08 20:01:33 +02:00
Matthias
1a24afef77 add cumsum to backtest-results 2018-07-08 19:55:04 +02:00
Samuel Husso
7dca3c6d03 freqtradebot,main,hyperopt: fstrings in use 2018-07-05 10:11:29 -05:00
Samuel Husso
03c112a601 config, optimize: fstrings in use 2018-07-05 10:11:29 -05:00
Samuel Husso
d8d0579c5a
Merge pull request #930 from freqtrade/skopt 
Replace Hyperopt with scikit-optimize
 2018-07-04 13:51:14 -05:00
Janne Sinivirta
bf4d0a9b70 sort imports 2018-07-04 10:31:35 +03:00
Janne Sinivirta
96bb2efe69 use joblib.dump and load for trials 2018-07-03 23:08:29 +03:00
Janne Sinivirta
c4a8435e00 change pickle file name to better suit it's current purpose 2018-07-03 22:17:43 +03:00
Janne Sinivirta
3a7056ea1b run at least one epoch 2018-07-03 21:55:22 +03:00
Janne Sinivirta
2cde540645 remove dead code 2018-07-03 21:50:45 +03:00
Janne Sinivirta
ef59f9ad24 sort imports in hyperopt.py 2018-07-03 21:50:24 +03:00
Janne Sinivirta
ee4754cfb9 avoid re-serialization of whole dataframe 2018-07-03 14:49:58 +03:00
Janne Sinivirta
2713fdb860 use cpu count explicitly in job count 2018-07-03 11:46:56 +03:00
Janne Sinivirta
79aab4cce2 use fstring 2018-07-03 11:44:54 +03:00
Janne Sinivirta
fa8fc3e4ce handle the case where we have zero buys 2018-07-02 11:46:55 +03:00
Janne Sinivirta
aec3f582e1 Merge branch 'develop' into skopt 2018-07-02 11:27:27 +03:00
Janne Sinivirta
0ce08932ed mypy fixes 2018-06-30 09:54:31 +03:00
Michael Egger
6dd5f85fb6
Merge pull request #954 from freqtrade/feat/allow_backtest_plot 
allow backtest ploting
 2018-06-29 19:44:06 +02:00
Janne Sinivirta
0bddc58ec4 extract loading previous results to a method 2018-06-25 11:38:14 +03:00
xmatthias
e70cb963f7 document what to do with exported backtest results 2018-06-24 17:00:00 +02:00
Janne Sinivirta
118a43cbb8 fixing tests for hyperopt 2018-06-24 15:27:53 +03:00
Anton
f82b809fcf Merge with develop 2018-06-23 16:50:27 +03:00
Janne Sinivirta
642ad02316 remove unused import 2018-06-23 15:56:38 +03:00
Janne Sinivirta
ab9e2fcea0 fix guard names to match search space 2018-06-23 15:47:19 +03:00
Janne Sinivirta
136456afc0 add three triggers to hyperopting 2018-06-23 15:44:51 +03:00
xmatthias
0440a19171 export open/close rate for backtesting too 
preparation to allow plotting of backtest results
 2018-06-23 14:19:50 +02:00
Janne Sinivirta
e8f2e6956d to avoid pickle problems, get rid of reference to exchange after initialization 2018-06-23 14:37:36 +03:00
Janne Sinivirta
a525cba8e9 switch signal handler to try catch. fix pickling and formatting output 2018-06-23 14:37:36 +03:00
Janne Sinivirta
8272120c3a convert stoploss and ROI search spaces to skopt format 2018-06-23 14:37:36 +03:00
Janne Sinivirta
8fee2e2409 move result logging out from optimizer 2018-06-23 14:37:36 +03:00
Janne Sinivirta
c415014153 use multiple jobs in acq 2018-06-23 14:37:36 +03:00
Janne Sinivirta
964cbdc262 increase initial sampling points 2018-06-23 14:37:36 +03:00
Janne Sinivirta
a46badd5c0 reuse pool workers 2018-06-23 14:37:36 +03:00
Janne Sinivirta
0cb1aedf5b problem with pickling 2018-06-23 14:37:36 +03:00
Janne Sinivirta
b485e6e0ba start small 2018-06-23 14:37:36 +03:00
gcarq
78f50a1471 move logic from hyperopt to freqtrade.strategy 2018-06-23 14:37:36 +03:00
gcarq
5aae215c94 wrap strategies with HyperoptStrategy for module lookups with pickle 2018-06-23 14:37:36 +03:00
Janne Sinivirta
a68c90c512 avoid calling exchange.get_fee inside loop 2018-06-23 14:37:36 +03:00
gcarq
c40e6a12d1 move logic from hyperopt to freqtrade.strategy 2018-06-23 11:13:49 +02:00
gcarq
3360bf4001 wrap strategies with HyperoptStrategy for module lookups with pickle 2018-06-23 10:42:33 +02:00
Janne Sinivirta
c73b9f5c77 avoid calling exchange.get_fee inside loop 2018-06-22 21:04:07 +03:00
xmatthias
251f7db3ca require exchange object to delete pairs 2018-06-17 23:38:07 +02:00
xmatthias
21edcbdc27 Refactor exchange to class 2018-06-17 23:38:07 +02:00
Anton
ae94ab17f4 Merge branch 'develop' into feature-unlimited-stake_amount 2018-06-17 02:23:40 +03:00
Matthias
a5511e2e30
Merge pull request #894 from freqtrade/feature/force_close_backtest 
Display open trades after backtest period
 2018-06-16 12:49:08 +02:00
Janne Sinivirta
0c85febe76 remove all mongodb related code 2018-06-16 09:09:28 +03:00
Janne Sinivirta
c1f8f641e6 remove use of hyperopt_conf.py 2018-06-16 09:09:28 +03:00
xmatthias
c0289ad844 use list comprehension to build list 2018-06-13 19:53:12 +02:00
xmatthias
e600be4f56 Reduce force-sell verbosity 2018-06-13 19:44:00 +02:00
xmatthias
6357812743 fix backtest report able 2018-06-13 06:57:49 +02:00
xmatthias
e3ced7c15e extract export from backtest function 2018-06-12 22:29:30 +02:00
xmatthias
bfde33c945 Use timestamp() instead of strftime 
this will avoid a bug shifting epoch time by 1 hour:
https://stackoverflow.com/questions/11743019/convert-python-datetime-to-epoch-with-strftime
 2018-06-12 21:12:55 +02:00
xmatthias
335d1fbbbc Check if no backtest data is found and fail gracefully 2018-06-11 19:50:43 +02:00
Anton
ce663f6af5 Merge with develop 2018-06-11 16:25:05 +03:00
xmatthias
12e455cbf5 add buy/sell index to backtest result 2018-06-10 20:52:42 +02:00
xmatthias
4710210cff fix hyperopt to use new backtesting result tuple 2018-06-10 13:56:10 +02:00
xmatthias
27ee8f7360 make flake happy 2018-06-10 13:55:48 +02:00
xmatthias
1cd7ac55a8 Added "left open trades" report 2018-06-10 13:45:16 +02:00
xmatthias
b81588307f Add "open_at_end" parameter 2018-06-10 13:37:53 +02:00
xmatthias
31025216f9 fix type of open/close timestmap 2018-06-10 13:32:07 +02:00
xmatthias
322a528c12 fix bug with backtestResult 2018-06-10 13:25:16 +02:00
xmatthias
9c57d3aa8b add BacktestresultTuple 2018-06-10 13:15:46 +02:00
xmatthias
c1b2e06eda simplify return from _get_sell_trade_entry 2018-06-10 09:07:04 +02:00
xmatthias
3094acc7fb update comment 2018-06-10 08:58:28 +02:00
xmatthias
24a875ed46 remove experimental parameters - they are read by analyze.py anyway 2018-06-09 21:44:57 +02:00
xmatthias
5623ea3ac6 Add forcesell at end of backtest period 2018-06-09 21:44:20 +02:00
xmatthias
8effc5f929 fix windows-specific init issue with named tuple 2018-06-08 19:46:07 +02:00