Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							79a851e408 
							
						 
					 
					
						
						
							
							step curve  
						
						 
						
						
						
						
					 
					
						2021-02-17 14:03:19 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							a1b0b303ed 
							
						 
					 
					
						
						
							
							grid search check  
						
						 
						
						
						
						
					 
					
						2021-02-16 17:13:05 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							3328157f31 
							
						 
					 
					
						
						
							
							requirements in example  
						
						 
						
						
						
						
					 
					
						2021-02-13 14:33:15 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							da88aa77e3 
							
						 
					 
					
						
						
							
							None check  
						
						 
						
						
						
						
					 
					
						2021-02-13 10:58:49 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							bd16eeee69 
							
						 
					 
					
						
						
							
							sample_weight; dependency; notebook  
						
						 
						
						
						
						
					 
					
						2021-02-13 10:43:11 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Qingyun Wu 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							d18d292081 
							
						 
					 
					
						
						
							
							Fix phasing in README.md  
						
						 
						
						
						
						
					 
					
						2021-02-11 14:40:29 -05:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							80d3b14097 
							
						 
					 
					
						
						
							
							v0.2.3  
						
						 
						
						
						
						
					 
					
						2021-02-09 16:18:40 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Daniel Khromov 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							f757a55097 
							
						 
					 
					
						
						
							
							fix spelling in README ( #21 )  
						
						 
						
						
						
						
					 
					
						2021-02-09 16:03:51 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							20ce01b33d 
							
						 
					 
					
						
						
							
							criterion is categorical hp  
						
						 
						
						
						
						
					 
					
						2021-02-09 15:47:01 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							9d661759b4 
							
						 
					 
					
						
						
							
							contributors  
						
						 
						
						
						
						
					 
					
						2021-02-07 10:25:14 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							6393cc81e9 
							
						 
					 
					
						
						
							
							contributors  
						
						 
						
						
						
						
					 
					
						2021-02-07 09:37:50 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								qingyun-wu 
							
						 
					 
					
						
						
						
						
							
						
						
							38775b16c0 
							
						 
					 
					
						
						
							
							fix citation  
						
						 
						
						
						
						
					 
					
						2021-02-07 07:46:30 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							d659079a5d 
							
						 
					 
					
						
						
							
							transformer example  
						
						 
						
						
						
						
					 
					
						2021-02-06 16:24:38 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							71acb5140b 
							
						 
					 
					
						
						
							
							None check  
						
						 
						
						
						
						
					 
					
						2021-02-05 23:42:28 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							cdca936b8b 
							
						 
					 
					
						
						
							
							reduce test time  
						
						 
						
						
						
						
					 
					
						2021-02-05 23:35:47 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							f956e957d4 
							
						 
					 
					
						
						
							
							sample_weight when training with full data  
						
						 
						
						
						
						
					 
					
						2021-02-05 23:12:52 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							833d022cfc 
							
						 
					 
					
						
						
							
							sample weight for subsampled data  
						
						 
						
						
						
						
					 
					
						2021-02-05 23:04:29 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							14d59effbe 
							
						 
					 
					
						
						
							
							bug fix  
						
						 
						
						
						
						
					 
					
						2021-02-05 22:45:02 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							23c8ce7130 
							
						 
					 
					
						
						
							
							doc  
						
						 
						
						
						
						
					 
					
						2021-02-05 22:36:19 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							a9b748024f 
							
						 
					 
					
						
						
							
							bug fix  
						
						 
						
						
						
						
					 
					
						2021-02-05 22:18:11 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							9f65066ab6 
							
						 
					 
					
						
						
							
							workflow  
						
						 
						
						
						
						
					 
					
						2021-02-05 22:06:55 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							582eacdc79 
							
						 
					 
					
						
						
							
							cleanup  
						
						 
						
						
						
						
					 
					
						2021-02-05 22:02:14 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							776aa55189 
							
						 
					 
					
						
						
							
							V0.2.2 ( #19 )  
						
						 
						
						... 
						
						
						
						* v0.2.2
separate the HPO part into the module flaml.tune
enhanced implementation of FLOW^2, CFO and BlendSearch
support parallel tuning using ray tune
add support for sample_weight and generic fit arguments
enable mlflow logging
Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com>
Co-authored-by: qingyun-wu <qw2ky@virginia.edu> 
						
						
					 
					
						2021-02-05 21:41:14 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							53e300ae02 
							
						 
					 
					
						
						
							
							Update README.md  
						
						 
						
						... 
						
						
						
						paper 
						
						
					 
					
						2020-12-23 19:17:33 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							783800f08d 
							
						 
					 
					
						
						
							
							Update README.md  
						
						 
						
						... 
						
						
						
						documentation 
						
						
					 
					
						2020-12-22 19:32:58 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							cb5ce4e3a6 
							
						 
					 
					
						
						
							
							v0.1.3 Set default logging level to INFO ( #14 )  
						
						 
						
						... 
						
						
						
						* set default logging level to INFO
* remove unnecessary import
* API future compatibility
* add test for customized learner
* test dependency
Co-authored-by: Chi Wang (MSR) <chiw@microsoft.com> 
						
						
					 
					
						2020-12-15 08:10:43 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							bea2ba8135 
							
						 
					 
					
						
						
							
							Update README.md  
						
						 
						
						
						
						
					 
					
						2020-12-15 04:52:55 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Eric Zhu 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							0fb3e04fc3 
							
						 
					 
					
						
						
							
							API docs  #6  ( #13 ) and update version to 0.1.2  
						
						 
						
						
						
						
					 
					
						2020-12-15 00:57:30 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Eric Zhu 
							
						 
					 
					
						
						
							
							
						
						
						
							
						
						
							4ce908f42e 
							
						 
					 
					
						
						
							
							Fix   #11 ; add tests for training log and python logger ( #12 )  
						
						 
						
						
						
						
					 
					
						2020-12-14 23:10:03 -08:00  
					
					
						 
						
							
							
							 
						
					 
				 
			
				
					
						
							
							
								 
								Chi Wang (MSR) 
							
						 
					 
					
						
						
						
						
							
						
						
							492990655d 
							
						 
					 
					
						
						
							
							v0.1.0  
						
						 
						
						
						
						
					 
					
						2020-12-04 09:40:27 -08:00