Robert Caulk
|
73e122ad10
|
Merge pull request #7391 from wagnercosta/fixBTfreqaiV2
Fix FreaqAI backtesting - startup_candle_count bug
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2022-09-10 21:53:00 +02:00 |
|
Matthias
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e4caccc353
|
Merge pull request #7367 from freqtrade/add-continual-learning
add continual learning to catboost and friends
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2022-09-10 20:17:28 +02:00 |
|
Wagner Costa Santos
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311ae8bf1f
|
freqai backtesting - add startup_candle_count at function description
|
2022-09-10 14:45:42 -03:00 |
|
Emre
|
60eb02bb62
|
Add XGBoostClassifier
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2022-09-10 20:13:16 +03:00 |
|
Robert Caulk
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2077f84f9b
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Merge pull request #7363 from wagnercosta/fixHyperoptFreqai
Fix hyperopt - freqai
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2022-09-10 17:02:01 +02:00 |
|
Robert Caulk
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4a47c63f71
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Merge pull request #7374 from th0rntwig/filter-constant-features
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2022-09-10 16:58:58 +02:00 |
|
robcaulk
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10b6aebc5f
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enable continual learning and evaluation sets on multioutput models.
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2022-09-10 16:54:13 +02:00 |
|
Wagner Costa Santos
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a1f88cca80
|
merge develop
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2022-09-10 10:35:16 -03:00 |
|
Wagner Costa Santos
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79985fda01
|
fix backtesting freqai startup candles bug
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2022-09-10 10:27:17 -03:00 |
|
Matthias
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5705b8759b
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Merge branch 'develop' into add-continual-learning
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2022-09-10 08:24:04 +02:00 |
|
robcaulk
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05581db4e3
|
ensure columns are only dropped in training
|
2022-09-09 20:37:21 +02:00 |
|
Matthias
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97be3318f4
|
Use Datetime_format from constants
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2022-09-09 20:31:02 +02:00 |
|
robcaulk
|
a826c0eb83
|
ensure signatures match, reduce verbosity
|
2022-09-09 19:30:53 +02:00 |
|
Emre
|
acb410a0de
|
Remove verbosity params
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2022-09-09 19:30:53 +02:00 |
|
Emre
|
df6e43d2c5
|
Add XGBoostRegressorMultiTarget class
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2022-09-09 19:30:53 +02:00 |
|
Emre
|
1b6410d7d1
|
Add XGBoostRegressor for freqAI, fix mypy errors
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2022-09-09 19:30:53 +02:00 |
|
Wagner Costa Santos
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d38cc06139
|
Fix freqai backtesting time range issue
|
2022-09-09 19:27:05 +02:00 |
|
Wagner Costa Santos
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f4f2884a66
|
Fix freqai backtesting time range issue
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2022-09-07 18:52:58 -03:00 |
|
robcaulk
|
e51d352777
|
ensure pca is handling same DF as inlier
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2022-09-07 19:11:54 +02:00 |
|
robcaulk
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4c9ac6b7c0
|
add kwargs, reduce duplicated code
|
2022-09-07 18:58:55 +02:00 |
|
robcaulk
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ea7bdac9ed
|
ensure inlier metric can be combined with other cleaning methods
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2022-09-07 18:45:16 +02:00 |
|
th0rntwig
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cdc72bf8ca
|
Correct indexing
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2022-09-07 18:14:13 +02:00 |
|
th0rntwig
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047ded1baa
|
Check for constant columns
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2022-09-07 17:47:27 +02:00 |
|
wagnercosta
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6b7644029c
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Merge branch 'freqtrade:develop' into fixHyperoptFreqai
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2022-09-07 11:07:51 -03:00 |
|
Wagner Costa Santos
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8d16dd804d
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hyperopt - freqai - docs and refactoring
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2022-09-06 15:42:47 -03:00 |
|
Robert Caulk
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d7585161b2
|
Merge branch 'develop' into add-inlier-metric
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2022-09-06 20:40:21 +02:00 |
|
robcaulk
|
97077ba18a
|
add continual learning to catboost and friends
|
2022-09-06 20:30:46 +02:00 |
|
robcaulk
|
d44296783e
|
isort datakitchen
|
2022-09-06 20:10:12 +02:00 |
|
robcaulk
|
e83c9b276d
|
fix whitespace
|
2022-09-06 19:56:52 +02:00 |
|
robcaulk
|
4b28d0495f
|
fix timestamping, move imports, add words to doc
|
2022-09-06 19:46:58 +02:00 |
|
Wagner Costa Santos
|
2c8e5b191b
|
fix hyperopt - freqai
|
2022-09-05 17:43:55 -03:00 |
|
Wagner Costa Santos
|
5b826150df
|
fix hyperopt - freqai
|
2022-09-05 17:43:28 -03:00 |
|
robcaulk
|
78d01810ed
|
reduce code redundancy, ensure live always gets the latest data
|
2022-09-05 00:12:00 +02:00 |
|
Wagner Costa Santos
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d43ed186fc
|
fix issue with freqai backtesting at slice dataframe
|
2022-09-05 00:12:00 +02:00 |
|
Robert Caulk
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956ea43e55
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Merge pull request #7340 from wizrds/sigint-freqai
Support SIGINT in FreqAI
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2022-09-04 16:43:36 +02:00 |
|
robcaulk
|
ec76214d02
|
backup historical predictions pickle and load the backup in case of corruption
|
2022-09-04 15:56:07 +02:00 |
|
Robert Caulk
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8545d74378
|
Merge pull request #7331 from th0rntwig/pca
Normalise PCA space
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2022-09-03 21:49:54 +02:00 |
|
Timothy Pogue
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dae3b3d86a
|
support shutting down freqai
|
2022-09-03 13:24:14 -06:00 |
|
robcaulk
|
5cfb4154eb
|
revert all changes in normalize_data()
|
2022-09-03 19:48:30 +02:00 |
|
Robert Caulk
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63514b0443
|
Merge pull request #7325 from wagnercosta/develop
Improve Freqai backtesting performance
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2022-09-03 19:28:04 +02:00 |
|
robcaulk
|
c21808ff98
|
remove metadata redundancy, fix pca bug
|
2022-09-03 16:54:30 +02:00 |
|
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
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af5460cebf
|
Add option to keep models only in memory for backtest
|
2022-09-02 22:01:53 -03:00 |
|
th0rntwig
|
11b2bc269e
|
Added missing s
|
2022-09-01 22:37:32 +02:00 |
|
th0rntwig
|
3f8400df10
|
Normalise PCA space
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2022-09-01 21:51:33 +02:00 |
|
Wagner Costa Santos
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d6e115178a
|
refactoring freqai backtesting - remove duplicate code
|
2022-09-01 07:09:23 -03:00 |
|
Wagner Costa Santos
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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
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3d4497467c
|
Merge branch 'freqtrade:develop' into develop
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2022-08-31 14:47:06 -03:00 |
|
Wagner Costa Santos
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df51da22ee
|
refactoring freqai backtesting
|
2022-08-31 11:23:48 -03:00 |
|
Matthias
|
57ff6f8ac5
|
Init timerange object properly
|
2022-08-31 10:28:31 +00:00 |
|
Matthias
|
7ba4fda5d7
|
Implement PR feedback
|
2022-08-31 10:26:47 +00:00 |
|
Matthias
|
a88ffd2c9d
|
Merge branch 'develop' into move_datadownload
|
2022-08-31 10:23:45 +00:00 |
|
robcaulk
|
7e8e29e42d
|
use continuous value for inlier_metric
|
2022-08-30 20:41:37 +02:00 |
|
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 |
|
th0rntwig
|
d3cb211283
|
Add inlier metric computation
|
2022-08-30 18:26:24 +02:00 |
|
th0rntwig
|
50e2808667
|
Fix bug in DI (#7321)
|
2022-08-30 12:54:39 +02:00 |
|
robcaulk
|
62c0a174c8
|
allow users to properly reverse train-test data ordering
|
2022-08-29 11:04:58 +02:00 |
|
robcaulk
|
fcb5d1cb5a
|
remove debugging flag
|
2022-08-28 13:01:39 +02:00 |
|
robcaulk
|
dd628eb525
|
add tests for outlier detection and removal functions
|
2022-08-28 12:56:39 +02:00 |
|
robcaulk
|
1e41c773a0
|
fix outlier protection
|
2022-08-28 12:11:29 +02:00 |
|
th0rntwig
|
71f7d68783
|
Fixed mypy error
|
2022-08-27 12:44:55 +02:00 |
|
elintornquist
|
86c5ac44e4
|
Add outlier percentage check
|
2022-08-26 23:05:07 +02:00 |
|
elintornquist
|
b2d664c63c
|
Change MinPts calculation
|
2022-08-26 18:57:27 +02:00 |
|
robcaulk
|
bb3523f383
|
download data homogeneously across timeframes
|
2022-08-26 18:51:42 +02:00 |
|
robcaulk
|
e7261cf515
|
add freqai utils.py file
|
2022-08-26 15:30:28 +02:00 |
|
robcaulk
|
65b552e310
|
make docs reflect reality, move download_all_data to new utils.py file, automatic startup_candle detection
|
2022-08-26 15:30:01 +02:00 |
|
robcaulk
|
4b7e640f31
|
reduce code duplication, optimize auto data download per tf
|
2022-08-26 13:56:44 +02:00 |
|
th0rntwig
|
5ce1c69803
|
Improve DBSCAN epsilon identification (#7269)
* Improve DBSCAN epsilon identification
|
2022-08-22 19:57:20 +02:00 |
|
robcaulk
|
ac42c0153d
|
deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting.
|
2022-08-22 18:19:07 +02:00 |
|
robcaulk
|
96d8882f1e
|
Plug mem leak, add training timer
|
2022-08-22 13:30:30 +02:00 |
|
longyu
|
cfa5b3f12c
|
add new line
|
2022-08-19 12:39:08 +02:00 |
|
longyu
|
277245c69d
|
remove line
|
2022-08-19 12:39:00 +02:00 |
|
longyu
|
f70b0bab80
|
remove line
|
2022-08-17 23:49:20 +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 |
|
longyu
|
9c38c27eed
|
ignore sample itself distance for avg_mean_dist computation
|
2022-08-17 15:09:57 +02:00 |
|
longyu
|
72c34291e3
|
newline
|
2022-08-17 15:09:10 +02:00 |
|
robcaulk
|
4c0fda400f
|
fix input shape warning for LGBMClassifier, add sample_weights/eval_weights
|
2022-08-16 11:41:53 +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 |
|
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 |
|
robcaulk
|
fb4b73ce89
|
ensure dates are saved
|
2022-08-12 12:03:44 +02:00 |
|
robcaulk
|
2cae3c42e6
|
remove trade database analyzer, clean up a bit
|
2022-08-10 17:43:06 +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
|
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
|
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 |
|
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
|
05ec5c5e54
|
generalize database url path for any db type
|
2022-08-05 12:19:29 +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 |
|
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
|
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
|
dd8288c090
|
expose full parameter set for SVM outlier detection. Set default shuffle to false to improve reproducibility
|
2022-07-30 13:40:05 +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
|
59624181bd
|
isort BaseRegressionModel imports
|
2022-07-29 08:23:44 +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 |
|
Matthias
|
f31106dc61
|
Minor comment fixes
|
2022-07-27 07:27:24 +02:00 |
|
Matthias
|
bc760b7eb2
|
Simplify small segment in datadrawer
|
2022-07-26 19:41:49 +02:00 |
|
robcaulk
|
324e54c015
|
fix possible memory leak associated with Catboost Pool object
|
2022-07-26 17:29:29 +02:00 |
|
robcaulk
|
3f149c4067
|
fix return type in BaseTensorFlowModel
|
2022-07-26 16:01:54 +02:00 |
|
robcaulk
|
ad25a4cb56
|
reduce number of pair_dict lookups, remove coin_first
|
2022-07-26 15:58:40 +02:00 |
|
robcaulk
|
fb4e8430cd
|
isort auto import sorting
|
2022-07-26 10:51:39 +02:00 |
|
robcaulk
|
e213d0ad55
|
isolate data_drawer functions from data_kitchen, accommodate tests, add new test
|
2022-07-26 10:24:14 +02:00 |
|
robcaulk
|
56b17e6f3c
|
allow user to pass test_size = 0 and avoid using eval sets in prediction models
|
2022-07-25 19:40:13 +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 |
|
Robert Caulk
|
ab587747fb
|
first fix for follower path bug
|
2022-07-24 23:32:24 +02:00 |
|
Matthias
|
520ee3f7a1
|
Convert freqAI into packages
|
2022-07-24 17:07:45 +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 |
|
Matthias
|
61c41fd919
|
Merge branch 'develop' into feat/freqai
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2022-07-24 16:18:58 +02:00 |
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Robert Caulk
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88e10f7306
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add exception for not passing timerange. Remove hard coded arguments for CatboostPredictionModels. Update docs
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2022-07-24 09:01:23 +02:00 |
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Robert Caulk
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fff39eff9e
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fix multitarget bug
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2022-07-24 08:42:50 +02:00 |
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robcaulk
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f3d46613ee
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move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes.
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2022-07-23 17:14:33 +02:00 |
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