65 Commits

Author	SHA1	Message	Date
th0rntwig	8b0cfe1236	Reduce image sizes in freqai doc (#7304)	2022-08-28 23:27:12 +02:00
robcaulk	1e41c773a0	fix outlier protection	2022-08-28 12:11:29 +02:00
robcaulk	22b42e91f3	add new parameter to freqai doc	2022-08-28 11:53:24 +02:00
elintornquist	692c6bf1fd	Added and updated figs and fig descriptions	2022-08-19 22:23:26 +02:00
robcaulk	88d6a7fbff	additional edits	2022-08-19 22:23:26 +02:00
elintornquist	9c6b745f06	Restructure and improve doc, add fiq	2022-08-19 22:23:26 +02:00
Matthias	819bc71941	Update docs for freqai docker container	2022-08-17 10:35:56 +02:00
Matthias	464d99808f	Update doc table formatting	2022-08-14 18:22:01 +02:00
Matthias	3a9ec76c91	Move "freqai.lock" to backend to simplify user interface	2022-08-14 17:19:50 +02:00
Matthias	a5e96881f4	slightly update doc wording	2022-08-14 17:08:29 +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
Matthias	3918f4abbd	Simplify strategy interface by removing explicit self.freqai_info assignment	2022-08-13 09:27:56 +02:00
robcaulk	2cae3c42e6	remove trade database analyzer, clean up a bit	2022-08-10 17:43:06 +02:00
robcaulk	91d0c91287	improve docs	2022-08-10 11:56:42 +02:00
Robert Caulk	c172ce1011	improve flexibility of user defined prediction dataframe	2022-08-06 13:51:19 +02:00
Robert Caulk	fdc82f8302	add doc section for classifier	2022-08-06 09:45:26 +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	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	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	895ebbfd18	Exclude aarch64 from catboost requirements	2022-08-01 07:34:27 +00:00
robcaulk	e6ebc0443e	make single generalized config for freqai. update docs to reflect that.	2022-07-31 13:08:43 +02:00
Robert Caulk	c2eaa3d2cd	add image of algorithmic overview to doc	2022-07-30 18:51:00 +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	08d3ac7ef8	add keras and conv_width to schema and documentation	2022-07-29 08:49:35 +02:00
Matthias	70b7a254af	Update some areas to use default docstring formatting	2022-07-24 16:51:48 +02:00
Robert Caulk	88e10f7306	add exception for not passing timerange. Remove hard coded arguments for CatboostPredictionModels. Update docs	2022-07-24 09:01:23 +02:00
Matthias	8a3cffcd1b	Remove remaining CustomModel references	2022-07-23 17:08:05 +02:00
robcaulk	c2d6a0e891	add record of contribution to doc and source	2022-07-23 13:04:06 +02:00
robcaulk	3acc869570	improve the dataframe key description, update outdated parts of doc	2022-07-23 12:42:24 +02:00
Matthias	36dc9be7aa	Update some docs wording	2022-07-22 20:27:25 +02:00
robcaulk	accc629e32	set separate table sections in doc	2022-07-22 12:44:43 +02:00
robcaulk	ac0f484918	add freqai logo to top of doc	2022-07-22 00:02:07 +02:00
robcaulk	3205788bce	extend doc to include descriptions of the return values from FreqAI to the strategy	2022-07-21 22:11:46 +02:00
robcaulk	8f86b0deaa	*breaking change* simplify user strat by consolidating feature loops into backend	2022-07-21 12:24:22 +02:00
robcaulk	c9a6dc88a1	add parameter list/discriptions to doc	2022-07-21 11:11:36 +02:00
lolong	ed0f8b1189	Improve FreqAI documentation (#7072) ... Improve doc + some other small fixes Co-authored-by: robcaulk <rob.caulk@gmail.com>	2022-07-18 11:57:52 +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
Matthias	eda9464d30	Fix docs test	2022-07-03 19:54:29 +02:00
robcaulk	f631ae911b	add model expiration feature, fix bug in DI return values	2022-06-17 14:55:40 +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	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	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	4eb4753e20	allow subdaily retraining for backtesting	2022-05-29 17:44:35 +02:00
robcaulk	c5a16e91fb	throw user error if user tries to load models but feeds the wrong features (while using PCA)	2022-05-28 11:11:41 +02:00
robcaulk	c080571b7a	help futures go dry/live with auto download feature	2022-05-27 12:23:32 +02:00
robcaulk	6193205012	fix bug for target_mean/std array merging in backtesting	2022-05-26 21:07:50 +02:00
robcaulk	7593339c14	small cleanup	2022-05-25 14:42:46 +02:00
robcaulk	b79d4e8876	Allow user to go live and start from pretrained models (after a completed backtest) by simply reusing the identifier config parameter while dry/live.	2022-05-25 14:40:32 +02:00