Matthias
09ee9089fb
Merge pull request #6832 from freqtrade/feat/freqai
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Freqai: an interface for users to build/train/backtest predictive models and run them live
2022-08-15 20:03:08 +02:00
Matthias
e6af9a6903
Allow empty precisionMode on conversions
2022-08-15 20:00:15 +02:00
Matthias
c3f159bd57
Add precision fields to database
2022-08-15 19:58:40 +02:00
Matthias
22241c55d5
Add methods to get precision_amount from markets
2022-08-15 19:56:25 +02:00
Matthias
15e85797c2
Simplify to_precision tests and imports
2022-08-15 08:51:15 +02:00
Matthias
6c32331740
Move precision calculations to standalone functions
2022-08-15 08:43:58 +02:00
Matthias
c7e1719215
Fix interface import sorting
2022-08-15 06:53:02 +02:00
robcaulk
006b11e5d5
fix leftover bug in indicator population
2022-08-14 21:42:55 +02:00
robcaulk
8961b8d560
merge in inference timer and historic predictions handling improvements.
2022-08-14 20:31:15 +02:00
robcaulk
ad846cdb76
fix lock bug, update docstring
2022-08-14 20:24:29 +02:00
Matthias
464d99808f
Update doc table formatting
2022-08-14 18:22:01 +02:00
Matthias
a29402ddde
Rename and move analysis_lock to data_kitchen
2022-08-14 17:23:14 +02:00
Matthias
3a9ec76c91
Move "freqai.lock" to backend to simplify user interface
2022-08-14 17:19:50 +02:00
Matthias
044cf8bb2e
Allow new whitelist combination in "button" commands
2022-08-14 08:41:25 +02:00
Matthias
22ac291c3a
Merge pull request #7211 from ecoppen/rpc/whitelist_options
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Optional /whitelist args - sorted, nobase
2022-08-14 08:26:21 +02:00
Robert Caulk
c9c128f781
finalize logo, improve doc, improve algo overview, fix base tensorflowmodel for mypy
2022-08-14 02:49:01 +02:00
robcaulk
58de20af0f
make BaseClassifierModel. Add predict_proba to lightgbm
2022-08-13 20:07:31 +02:00
robcaulk
31be707cc8
clean up code, add docstrings
2022-08-13 19:40:24 +02:00
robcaulk
3e38c1b0bd
take dynamic sized tail off historic_predictions as return dataframe to strategy.
2022-08-13 19:40:24 +02:00
robcaulk
7d448fd4ac
allow fit_live_predictions access to current pair
2022-08-13 19:40:24 +02:00
robcaulk
1f192be43b
avoid denormalizing labels twice
2022-08-13 19:40:24 +02:00
robcaulk
b1b76a2dbe
debug classifier with predict proba
2022-08-13 19:40:24 +02:00
robcaulk
23cc21ce59
add predict_proba to base classifier, improve historic predictions handling
2022-08-13 19:40:24 +02:00
Matthias
7075b00e20
Remove odd dry run stoploss behavior
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closes #7208
2022-08-13 11:37:23 +02:00
Matthias
5aaab75d1c
Add test for dynamic_pairlist_expand
2022-08-13 10:18:57 +02:00
Matthias
b682fc446e
Graciously fail if strategy has freqAI code, but freqAI is not enabled.
2022-08-13 09:53:18 +02:00
Matthias
3918f4abbd
Simplify strategy interface by removing explicit self.freqai_info assignment
2022-08-13 09:27:56 +02:00
Matthias
3b827ee60a
Add "freqai.enabled" flag to disable freqAI via config flag
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aligns with how other optional modules work in freqtrade.
2022-08-13 09:24:04 +02:00
Matthias
f6545ebdb8
Disallow backtesting with --strategy-list for now.
2022-08-13 09:10:03 +02:00
Matthias
e3a5b97b45
Update recalc_from_trades to use FtPrecise
2022-08-13 08:43:56 +02:00
Matthias
3bcb47d75d
Remove usage of Decimal
2022-08-13 08:43:56 +02:00
Matthias
902afc2f02
Use FtPrecise in interest calculation
2022-08-13 08:43:56 +02:00
Matthias
0e61c2d057
Replace Decimal with FtPrecise in trade_model
2022-08-13 08:43:56 +02:00
Matthias
df701b5862
Merge branch 'develop' into feat/freqai
2022-08-13 08:43:24 +02:00
ecoppen
923f73a516
nobase -> baseonly
2022-08-12 19:56:46 +01:00
robcaulk
fb4b73ce89
ensure dates are saved
2022-08-12 12:03:44 +02:00
Matthias
cc885e25ac
Improve NAN Handling in RPC
2022-08-11 20:16:07 +02:00
Matthias
de690b0a69
Use PEP440 compatible versioning
2022-08-11 20:08:40 +02:00
Matthias
dd4e44931e
Improve NAN handling in RPC module
2022-08-11 15:02:52 +00:00
robcaulk
2cae3c42e6
remove trade database analyzer, clean up a bit
2022-08-10 17:43:06 +02:00
ecoppen
c0d60c63ab
Optional /whitelist args - sorted, nobase
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Added two optional arguments for whitelist - `sorted` for alphabetical order and `nobase` for displaying the whitelist without base currency e.g. /USDT.
Updated help with optional commands.
Added a space in an unrelated help message.
2022-08-10 14:56:38 +01:00
Matthias
ed004236ce
Add float initializer to FtPrecise
2022-08-10 11:54:07 +00:00
Matthias
e7cb1b7375
Wrap Precise into FtPecise
2022-08-10 11:26:06 +00:00
Matthias
adc8ee88e2
Move periodicCache to Utils package
2022-08-10 08:57:19 +00:00
Matthias
573964b19f
Dry Market orders should update "remaining"
2022-08-10 07:12:56 +02:00
Matthias
53251e7140
Merge pull request #7194 from freqtrade/rpc/partial_forceexit
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Partial forceExit
2022-08-10 07:12:40 +02:00
Matthias
ce2c9bf26d
Slight renaming of variable
2022-08-10 06:44:41 +02:00
Matthias
736884c5a9
Orders should be allowed to have empty fill/remaining values
2022-08-09 20:43:58 +02:00
Matthias
b5c5a95b64
FTX: Use conditionalOrders endpoint to get proper stop-market order id
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closes #7165
2022-08-09 20:09:35 +02:00
robcaulk
5a16d5a512
Deactivate database analyzer if user does not use sqlite
2022-08-09 16:36:22 +02:00
robcaulk
e7de812948
Allow user to user pair_dict for persistent storage of custom data
2022-08-09 16:03:10 +02:00
robcaulk
aef086b02e
Improved dict typing, timeframe parser, collect dates associated with training data points
2022-08-09 15:30:25 +02:00
Matthias
9a82898d6b
Merge branch 'develop' into feat/freqai
2022-08-09 06:22:57 +02:00
Matthias
77b3b8a134
Use main exchange instead of creating a separate instance.
2022-08-08 18:34:11 +00:00
robcaulk
ea64f43e52
bring back auto DF resizing for okx
2022-08-08 01:13:13 +02:00
robcaulk
67c722c9c8
fix asyncio bug
2022-08-07 14:48:39 +02:00
Matthias
e48e82232d
Force response API to js to fix faulty system configs
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closes #7147
2022-08-07 10:42:56 +02:00
Matthias
0b2104fc7a
Properly increment the api version
2022-08-07 10:13:36 +02:00
Matthias
6ded2d5b7c
Improve forceexit API test
2022-08-07 09:47:11 +02:00
Matthias
d1998f7ed0
Fix forceexit calling
2022-08-07 09:47:11 +02:00
Matthias
eff8cd7ecb
Add leverage to force_entry
2022-08-07 09:47:11 +02:00
Matthias
daf015d007
extract nested force_exit function to private instance function
2022-08-07 09:47:11 +02:00
Matthias
82aecc81f3
Accept parameters to forceexit
2022-08-07 09:47:11 +02:00
robcaulk
eb8bde37c1
Add lightgbm classifier, add classifier check test, fix classifier bug.
2022-08-06 17:51:21 +02:00
Matthias
bfa859e618
Remove unnecessary method (simplify)
2022-08-06 17:46:58 +02:00
Matthias
5250189f77
Add Rollback function to Trade
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simplifies Session work
2022-08-06 17:03:49 +02:00
Matthias
47a30047eb
Fix typo
2022-08-06 15:03:10 +02:00
Matthias
b16f57cb0d
Minor stylistic fixes
2022-08-06 14:55:46 +02:00
Robert Caulk
c172ce1011
improve flexibility of user defined prediction dataframe
2022-08-06 13:51:19 +02:00
Matthias
45d68222a1
Reduce verbosity of Fiat Converter
2022-08-06 13:18:40 +02:00
Matthias
f8f1ade163
Reduce function complexity by extracting message sending
2022-08-06 09:21:11 +02:00
Matthias
2687633941
Test iterative sending of /status
2022-08-06 09:16:04 +02:00
Matthias
b12dd15f4f
Send multiple messages in /status if required
2022-08-06 09:10:12 +02:00
Robert Caulk
07763d0d4f
add classifier, improve model naming scheme
2022-08-06 08:33:55 +02:00
Robert Caulk
ce8fbbf743
ensure loading historical df matches frequi indices
2022-08-06 07:25:59 +02:00
robcaulk
60d782e5c5
remove unnecessary function
2022-08-05 21:31:32 +02:00
robcaulk
a42a060ab5
fix DB once and for all. Make DBSCAN more efficient and robust.
2022-08-05 21:29:03 +02:00
Robert Caulk
a3799c4d5d
start frequi with historical data if available
2022-08-05 18:27:47 +02:00
robcaulk
29b7b014e5
fix bug in DB path initialization
2022-08-05 18:19:26 +02:00
robcaulk
db1d367941
fix bug associated to fit_live_predictions_candles
2022-08-05 13:46:20 +02:00
robcaulk
26de992d20
ensure user sets startup candles in backtesting mode
2022-08-05 12:23:14 +02:00
robcaulk
05ec5c5e54
generalize database url path for any db type
2022-08-05 12:19:29 +02:00
Matthias
9545402452
Improve defaults for config builder
2022-08-05 11:58:09 +02:00
Matthias
7675187c37
Use telegram message length to avoid constants
2022-08-05 07:31:19 +02:00
Matthias
cffc769549
Fix /profit endpoint calculations for partial sells
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* don't recalculate for closed trades
* include realized_profit in the calculation
part of #7178
2022-08-05 07:26:41 +02:00
Robert Caulk
51a6b4289f
improve DBSCAN performance for subsequent trainings
2022-08-04 17:41:58 +02:00
Robert Caulk
fe1b8515a8
fix bug in DBSCAN, update doc
2022-08-04 17:00:59 +02:00
robcaulk
29225e4baf
add DBSCAN outlier detection feature, add supporting documentation
2022-08-04 12:15:16 +02:00
Matthias
95327750dc
Final abs. profit should not be doubled in rpc messages
2022-08-04 07:07:54 +02:00
robcaulk
eae82d0222
fix bug with database url during backtesting. comment out example trade db analysis.
2022-08-03 16:17:57 +02:00
robcaulk
95d3009a95
give user ability to analyze live trade dataframe inside custom prediction model. Add documentation to explain new functionality
2022-08-02 20:14:02 +02:00
Matthias
d75e0a9820
Fix Flake8 errors after flake update
2022-08-01 06:43:59 +02:00
robcaulk
3013282dbf
remove non-catboost stuff from schema
2022-08-01 05:39:38 +02:00
robcaulk
946d4c7cfc
fix trailing whitespace for flake8
2022-07-31 18:39:46 +02:00
robcaulk
4e68626bcb
ensure convolutional window is prepended for frequi consistency
2022-07-31 17:51:19 +02:00
robcaulk
d830105605
*BREAKING CHANGE* remove unnecessary arguments from populate_any_indicators(), accommodate tests
2022-07-31 17:05:29 +02:00
robcaulk
153336d424
move corr_pairlist expansion to after expand_pairlist()
2022-07-31 15:45:28 +02:00
Matthias
659870312d
Use JSON Schema validation for freaAI schema validation
2022-07-31 15:23:27 +02:00
Kavinkumar
a4bada3ebe
Partial exit using average price ( #6545 )
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Introduce Partial exits
2022-07-31 14:19:04 +02:00
Matthias
369c6da5d8
Merge pull request #7146 from freqtrade/fix/liquidation
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Update liquidation price handling
2022-07-31 08:09:54 +02:00