| 
							
							
								 robcaulk | dba1b573bc | remove tensorboard dir from other pred models | 2022-10-11 19:49:24 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | 5b5bb8aab5 | catboost tensorboard bugfix | 2022-10-11 19:05:46 +02:00 |  | 
			
				
					| 
							
							
								 Robert Caulk | 7bcb7d9a1a | Merge pull request #7554 from initrv/add-catboost-tensorboard Add tensorboard for catboost | 2022-10-10 21:03:45 +02:00 |  | 
			
				
					| 
							
							
								 Matthias | eaae9c9e03 | Update docstring format | 2022-10-10 12:19:29 +00:00 |  | 
			
				
					| 
							
							
								 Matthias | 60de192d47 | Update Classifier docstrings | 2022-10-10 12:13:41 +00:00 |  | 
			
				
					| 
							
							
								 robcaulk | a4aa1b972c | isolate and standardize location of tensorboard files, add doc, ensure backtesting functionality | 2022-10-09 21:11:37 +02:00 |  | 
			
				
					| 
							
							
								 initrv | 86c781798a | Add сatboost train_dir for tensorboard | 2022-10-06 19:59:35 +03:00 |  | 
			
				
					| 
							
							
								 Emre | 330d7068ab | Merge branch 'develop' into add-xgboostclassifier | 2022-09-10 23:59:11 +03:00 |  | 
			
				
					| 
							
							
								 robcaulk | 5a0cfee27e | allow user to multithread jobs (advanced users only) | 2022-09-10 22:16:49 +02:00 |  | 
			
				
					| 
							
							
								 Emre | 60eb02bb62 | Add XGBoostClassifier | 2022-09-10 20:13:16 +03:00 |  | 
			
				
					| 
							
							
								 robcaulk | 10b6aebc5f | enable continual learning and evaluation sets on multioutput models. | 2022-09-10 16:54:13 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | a826c0eb83 | ensure signatures match, reduce verbosity | 2022-09-09 19:30:53 +02:00 |  | 
			
				
					| 
							
							
								 Emre | acb410a0de | Remove verbosity params | 2022-09-09 19:30:53 +02:00 |  | 
			
				
					| 
							
							
								 Emre | df6e43d2c5 | Add XGBoostRegressorMultiTarget class | 2022-09-09 19:30:53 +02:00 |  | 
			
				
					| 
							
							
								 Emre | 1b6410d7d1 | Add XGBoostRegressor for freqAI, fix mypy errors | 2022-09-09 19:30:53 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | 4c9ac6b7c0 | add kwargs, reduce duplicated code | 2022-09-07 18:58:55 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | 97077ba18a | add continual learning to catboost and friends | 2022-09-06 20:30:46 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | 4c0fda400f | fix input shape warning for LGBMClassifier, add sample_weights/eval_weights | 2022-08-16 11:41:53 +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 | 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 | eb8bde37c1 | Add lightgbm classifier, add classifier check test, fix classifier bug. | 2022-08-06 17:51:21 +02:00 |  | 
			
				
					| 
							
							
								 Robert Caulk | 07763d0d4f | add classifier, improve model naming scheme | 2022-08-06 08:33:55 +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 |  | 
			
				
					| 
							
							
								 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 | 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 | 7b105532d1 | fix mypy error and add test for principal component analysis | 2022-07-25 11:46:59 +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 |  | 
			
				
					| 
							
							
								 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 |  | 
			
				
					| 
							
							
								 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 | 98c8a447b2 | add LightGBMPredictionMultiModel | 2022-07-22 12:40:51 +02:00 |  | 
			
				
					| 
							
							
								 lolong | 9c051958a6 | Feat/freqai (#7105) Vectorize weight setting, log training dates
Co-authored-by: robcaulk <rob.caulk@gmail.com> | 2022-07-19 17:49:18 +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 |  | 
			
				
					| 
							
							
								 robcaulk | 4141d165ff | add BaseTensorFlowModel class | 2022-07-12 19:10:09 +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 | fea63fba12 | Fix saving/loading historic predictions | 2022-07-12 10:12:50 +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 |  | 
			
				
					| 
							
							
								 Matthias | 3fc92b1b21 | Create BaseRegression model - designed to reduce code duplication across currently available models. | 2022-07-11 11:33:59 +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 | 819cc9c0e4 | Fully align LightGBM with Catboost | 2022-07-10 11:06:18 +02:00 |  | 
			
				
					| 
							
							
								 Matthias | 58b18770e3 | Fix LightGBM missing argument in predict method | 2022-07-10 11:05:35 +02:00 |  | 
			
				
					| 
							
							
								 Matthias | 2e1061af64 | Fix faulty LightGBM model | 2022-07-09 08:21:42 +00:00 |  | 
			
				
					| 
							
							
								 robcaulk | 8ac8d53c32 | All LGBMRegressor model parameters are now set in config | 2022-07-03 16:30:01 +02:00 |  | 
			
				
					| 
							
							
								 robcaulk | ffb39a5029 | black formatting on freqai files | 2022-07-03 10:59:38 +02:00 |  |