robcaulk
|
c9be66b5b6
|
increase test coverage for dk, improve function naming, extra cleaning
|
2022-09-03 15:52:29 +02:00 |
|
Matthias
|
80b5f035ab
|
Remove typo in log message
|
2022-09-03 15:01:28 +02:00 |
|
robcaulk
|
599c1c79fb
|
reorganized backtest utilities, test new functionality, improve/update doc
|
2022-09-03 14:00:01 +02:00 |
|
Wagner Costa Santos
|
af5460cebf
|
Add option to keep models only in memory for backtest
|
2022-09-02 22:01:53 -03:00 |
|
Wagner Costa Santos
|
d6e115178a
|
refactoring freqai backtesting - remove duplicate code
|
2022-09-01 07:09:23 -03:00 |
|
Wagner Costa Santos
|
44d3a9140d
|
Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop
|
2022-08-31 15:37:06 -03:00 |
|
Wagner Costa Santos
|
7bed0450d2
|
pr review - refactoring backtesting freqai
|
2022-08-31 15:36:29 -03:00 |
|
wagnercosta
|
3d4497467c
|
Merge branch 'freqtrade:develop' into develop
|
2022-08-31 14:47:06 -03:00 |
|
Wagner Costa Santos
|
df51da22ee
|
refactoring freqai backtesting
|
2022-08-31 11:23:48 -03:00 |
|
Matthias
|
a88ffd2c9d
|
Merge branch 'develop' into move_datadownload
|
2022-08-31 10:23:45 +00:00 |
|
robcaulk
|
7f52908e87
|
ensure the lost points are prepended for FreqUI
|
2022-08-30 18:55:58 +02:00 |
|
robcaulk
|
a58dd0bbf9
|
add noise feature, improve docstrings
|
2022-08-30 18:26:24 +02:00 |
|
robcaulk
|
b11742a4c5
|
integrate inlier metric function
|
2022-08-30 18:26:24 +02:00 |
|
robcaulk
|
7766350c15
|
refactor environment inheritence tree to accommodate flexible action types/counts. fix bug in train profit handling
|
2022-08-28 19:21:57 +02:00 |
|
robcaulk
|
f9a49744e6
|
add strategy to the freqai object
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
05ed1b544f
|
Working base for reinforcement learning model
|
2022-08-24 13:00:40 +02:00 |
|
robcaulk
|
96d8882f1e
|
Plug mem leak, add training timer
|
2022-08-22 13:30:30 +02:00 |
|
robcaulk
|
5155afb4e7
|
clean up code remnants
|
2022-08-17 15:22:48 +02:00 |
|
robcaulk
|
0c34104e45
|
extract download-data from freqai to prepare for future async changes
|
2022-08-17 15:18:44 +02:00 |
|
Matthias
|
c7e1719215
|
Fix interface import sorting
|
2022-08-15 06:53:02 +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 |
|
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
|
2cae3c42e6
|
remove trade database analyzer, clean up a bit
|
2022-08-10 17:43:06 +02:00 |
|
Matthias
|
77b3b8a134
|
Use main exchange instead of creating a separate instance.
|
2022-08-08 18:34:11 +00:00 |
|
robcaulk
|
eb8bde37c1
|
Add lightgbm classifier, add classifier check test, fix classifier bug.
|
2022-08-06 17:51:21 +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 |
|
Robert Caulk
|
07763d0d4f
|
add classifier, improve model naming scheme
|
2022-08-06 08:33:55 +02:00 |
|
robcaulk
|
a42a060ab5
|
fix DB once and for all. Make DBSCAN more efficient and robust.
|
2022-08-05 21:29:03 +02:00 |
|
robcaulk
|
db1d367941
|
fix bug associated to fit_live_predictions_candles
|
2022-08-05 13:46:20 +02:00 |
|
Robert Caulk
|
51a6b4289f
|
improve DBSCAN performance for subsequent trainings
|
2022-08-04 17:41:58 +02:00 |
|
robcaulk
|
29225e4baf
|
add DBSCAN outlier detection feature, add supporting documentation
|
2022-08-04 12:15:16 +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 |
|
robcaulk
|
f22b140782
|
fix backtesting bug, undo move of label stat calc, fix example strat exit logic
|
2022-07-29 17:27:35 +02:00 |
|
robcaulk
|
c84d54b35e
|
Fix typing issue, avoid using .get() when unnecessary, convert to fstrings
|
2022-07-29 08:12:50 +02:00 |
|
Matthias
|
efbd83c56d
|
Small type and typo fixes in freqai_interface
|
2022-07-28 07:24:30 +02:00 |
|
Matthias
|
a2a0d35a24
|
Update missing typehints
|
2022-07-28 07:07:40 +02:00 |
|
robcaulk
|
324e54c015
|
fix possible memory leak associated with Catboost Pool object
|
2022-07-26 17:29:29 +02:00 |
|
robcaulk
|
ad25a4cb56
|
reduce number of pair_dict lookups, remove coin_first
|
2022-07-26 15:58:40 +02:00 |
|
robcaulk
|
e213d0ad55
|
isolate data_drawer functions from data_kitchen, accommodate tests, add new test
|
2022-07-26 10:24:14 +02:00 |
|
Robert Caulk
|
897f18a8c8
|
ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods
|
2022-07-25 15:07:09 +02:00 |
|
Robert Caulk
|
7b105532d1
|
fix mypy error and add test for principal component analysis
|
2022-07-25 11:46:59 +02:00 |
|
Robert Caulk
|
c9d46a5237
|
finish bringing follow_mode up to date
|
2022-07-25 09:24:40 +02:00 |
|
Matthias
|
1885deb632
|
More docstring changes
|
2022-07-24 16:54:39 +02:00 |
|
Matthias
|
70b7a254af
|
Update some areas to use default docstring formatting
|
2022-07-24 16:51:48 +02:00 |
|
robcaulk
|
f3d46613ee
|
move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes.
|
2022-07-23 17:14:33 +02:00 |
|
robcaulk
|
c2d6a0e891
|
add record of contribution to doc and source
|
2022-07-23 13:04:06 +02:00 |
|
robcaulk
|
5559e605b8
|
small PR conversation resolutions
|
2022-07-22 17:46:14 +02:00 |
|
robcaulk
|
afcb0bec00
|
clean up obsolete comments, move remove_features_from_df to datakitchen
|
2022-07-22 12:29:20 +02:00 |
|
robcaulk
|
8033e0bf23
|
add counter to backtesting log so users know how many more pairs and how many more models will need to be trained
|
2022-07-21 13:22:12 +02:00 |
|
robcaulk
|
e694ea1cfd
|
make sure backtesting gets the populated indicators with slimmed down user strat
|
2022-07-21 12:48:09 +02:00 |
|
robcaulk
|
8f86b0deaa
|
*breaking change* simplify user strat by consolidating feature loops into backend
|
2022-07-21 12:24:22 +02:00 |
|
robcaulk
|
e7337728bf
|
add separator in folder name just incase an asset ends in an integer
|
2022-07-21 11:25:28 +02:00 |
|
robcaulk
|
921a7ef216
|
add requirements-freqai.txt to builds
|
2022-07-20 15:51:25 +02:00 |
|
robcaulk
|
d43c146676
|
add more tests for datakitchen functionalities, add regression tests for freqai_interface train/backtest
|
2022-07-20 12:56:46 +02:00 |
|
robcaulk
|
ef409dd345
|
Add ground work for TensorFlow models, add protections from common mistakes
|
2022-07-12 18:09:17 +02:00 |
|
Robert Caulk
|
8ce6b18318
|
start collecting indefinite history of predictions. Allow user to generate statistics on these predictions. Direct FreqAI to save these to disk and reload them if available.
|
2022-07-11 22:01:48 +02:00 |
|
Robert Caulk
|
607455919e
|
Change config parameter names to improve clarity and consistency throughout the code (!!breaking change, please check discord support channel for migration instructions or review templates/FreqaiExampleStrategy.py config_examples/config_freqai_futures.example.json file changes!!)
|
2022-07-10 12:35:44 +02:00 |
|
robcaulk
|
d9acdc9767
|
remove excess, increase no model warning clarity
|
2022-07-06 18:20:21 +02:00 |
|
robcaulk
|
4cac67fd66
|
Catch infrequent issue associated with grabbing first candle
|
2022-07-05 12:43:33 +02:00 |
|
robcaulk
|
bd3a6ba2fe
|
update backtesting to handle new output framework
|
2022-07-03 17:34:44 +02:00 |
|
robcaulk
|
ffb39a5029
|
black formatting on freqai files
|
2022-07-03 10:59:38 +02:00 |
|
robcaulk
|
106131ff0f
|
Rehaul organization of return values
|
2022-07-02 18:09:38 +02:00 |
|
robcaulk
|
93e1410ed9
|
first step toward cleaning output and enabling multimodel training per pair
|
2022-07-01 14:00:30 +02:00 |
|
robcaulk
|
6c7d02cb18
|
expose nu in the SVM outlier detection via svm_nu in config
|
2022-06-28 15:12:25 +02:00 |
|
robcaulk
|
7dfbd432d1
|
fix config saving bug, assign priorities to pairs in scanning, sleep the scanning loop to reduce CPU usage
|
2022-06-27 11:35:33 +02:00 |
|
robcaulk
|
68bafa9517
|
archive config to the model folder, filter out features before returning dataframe to strategy (to alleviate frequi issues)`
|
2022-06-26 23:03:48 +02:00 |
|
robcaulk
|
b35c64b6c0
|
fix bug in backtest, typo in example strat
|
2022-06-19 16:41:09 +02:00 |
|
robcaulk
|
3599d18ff6
|
fix bug in follow_mode, thanks @blood4rc
|
2022-06-18 12:05:28 +02:00 |
|
robcaulk
|
6da7a98857
|
add docstrings to new functions, remove superceded code
|
2022-06-17 16:16:23 +02:00 |
|
robcaulk
|
f631ae911b
|
add model expiration feature, fix bug in DI return values
|
2022-06-17 14:55:40 +02:00 |
|
robcaulk
|
0b0688a91e
|
ensure scanning purges models
|
2022-06-16 16:12:38 +02:00 |
|
robcaulk
|
c5de0c49e4
|
first functional scanning commit
|
2022-06-16 00:24:18 +02:00 |
|
robcaulk
|
4d472a0ea1
|
merging datarehaul into scanning branch
|
2022-06-16 00:22:49 +02:00 |
|
robcaulk
|
66800c7a45
|
ensure newest candles are always appended
|
2022-06-07 20:24:23 +02:00 |
|
robcaulk
|
15d049cffe
|
detect if upper tf candles are new or not, append if so. Correct the epoch for candle update check
|
2022-06-07 19:49:20 +02:00 |
|
robcaulk
|
4b26b6aaec
|
add lock to any historic data access
|
2022-06-07 00:54:18 +02:00 |
|
robcaulk
|
d6b8801f41
|
fix follower bug
|
2022-06-05 04:40:58 +02:00 |
|
robcaulk
|
16b4a5b71f
|
rehaul of backend data management - increasing performance by holding history in memory, reducing load on the ratelimit by only pinging exchange once per candle. Improve code readability.
|
2022-06-03 15:19:46 +02:00 |
|
robcaulk
|
ace951bf7e
|
another queue bug fix for fresh starts
|
2022-06-02 13:28:06 +02:00 |
|
robcaulk
|
833d25bda0
|
Save data after queue reorg
|
2022-06-01 08:05:38 +02:00 |
|
robcaulk
|
0b0dd8dd80
|
Force high priority pair to be trained before anything else.
|
2022-06-01 07:55:05 +02:00 |
|
robcaulk
|
7523ed825e
|
automatically detect maximum required data based on user fed indicators (to avoid NaNs in dataset for rolling indicators), add new config parameter for backtesting to let users increase their startup_candles to accommodate high timeframe indicators, add docs to explain all. Add new feature for automatic indicator duplication according to user defined intervals (exhibited in example strat and configs now).
|
2022-05-31 18:42:27 +02:00 |
|
robcaulk
|
9b3b08a2bb
|
let follower purge old model files
|
2022-05-31 15:37:38 +02:00 |
|
robcaulk
|
bac4ced382
|
Ensure follower predictions are persistent and uniquely stored
|
2022-05-31 14:35:04 +02:00 |
|
robcaulk
|
70adf55643
|
Automatically detect and change follower data_path to accommodate remote systems
|
2022-05-31 12:35:09 +02:00 |
|
robcaulk
|
0306f5ca13
|
Add autopurge feature so that FreqAI cleans up after itself when it no longer needs old models on disk
|
2022-05-31 11:58:21 +02:00 |
|
robcaulk
|
45f4f0f603
|
ensure follower sends back null arrays in case leader hasnt created a model file yet
|
2022-05-31 01:48:48 +02:00 |
|
robcaulk
|
606f18e5c1
|
Add follow_mode feature so that secondary bots can be launched with the same identifier and load models trained by the leader
|
2022-05-30 21:35:48 +02:00 |
|
robcaulk
|
5b4c649d43
|
detect variable sized dataframes coming from strat, adjust our stored/returned data accordingly
|
2022-05-30 13:55:46 +02:00 |
|
robcaulk
|
e229902381
|
fix bug in previous commit
|
2022-05-30 12:48:22 +02:00 |
|