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
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[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
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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
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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
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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
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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
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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
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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
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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
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[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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Optional hyperopt dependency installation
2019-09-26 09:42:16 +02:00
Matthias
b994f5c273
Merge pull request #2294 from hroff-1902/fix-skopt-memory3
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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
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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
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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
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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
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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
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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
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Hyperopt print colorized results
2019-08-13 19:36:06 +02:00
hroff-1902
8f92912852
final colorization schema
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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
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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.
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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
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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
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Make configuration a module
2019-07-15 19:41:57 +02:00
Matthias
cbe25178d7
Merge pull request #2009 from hroff-1902/fix-2008
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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
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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
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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
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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
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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
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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
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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
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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
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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.
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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
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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
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tabulate supports this:
30554300d7/tabulate.py (tabulate.py-1291)
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
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interpolate missing candles
2019-01-04 22:33:53 +01:00
Matthias
2bc76771bf
Align backtest to interface.py
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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
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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
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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
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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
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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
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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
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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
