From 6c9267178e3eebc47cbe3769a7d01fbad4cb3465 Mon Sep 17 00:00:00 2001 From: ThomasMeissnerDS Date: Fri, 30 Jun 2023 08:15:25 +0200 Subject: [PATCH] Update ReadMe to also showcase EDA capabilities --- README.md | 52 +++++++++++++----- bluecast/config/training_config.py | 2 +- bluecast/ml_modelling/xgboost.py | 6 +- dist/bluecast-0.6.11.tar.gz | Bin 84412 -> 0 bytes ...-any.whl => bluecast-0.7-py3-none-any.whl} | Bin 42588 -> 42919 bytes dist/bluecast-0.7.tar.gz | Bin 0 -> 85064 bytes docs/source/index.md | 50 ++++++++++++----- pyproject.toml | 2 +- 8 files changed, 81 insertions(+), 31 deletions(-) delete mode 100644 dist/bluecast-0.6.11.tar.gz rename dist/{bluecast-0.6.11-py3-none-any.whl => bluecast-0.7-py3-none-any.whl} (63%) create mode 100644 dist/bluecast-0.7.tar.gz diff --git a/README.md b/README.md index ded4ef98..e01ffe05 100644 --- a/README.md +++ b/README.md @@ -32,8 +32,9 @@ the full documentation [here](https://bluecast.readthedocs.io/en/latest/). * [General usage](#general-usage) * [Basic usage](#basic-usage) * [Advanced usage](#advanced-usage) + * [Explanatory analysis](#explanatory-analysis) + * [Enable cross-validation](#enable-cross-validation) * [Categorical encoding](#categorical-encoding) - * [Custom training configuration](#custom--training-configuration) * [Custom preprocessing](#custom-preprocessing) * [Custom feature selection](#custom-feature-selection) * [Custom ML model](#custom-ml-model) @@ -89,29 +90,52 @@ y_probs, y_classes = automl.predict(df_val) ### Advanced usage +#### Explanatory analysis + +BlueCast offers a simple way to get a first overview of the data. This is + #### Enable cross-validation -While the default behaviour of BlueCast is to use a simple +While the default behaviour of BlueCast is to use a simple train-test-split, cross-validation can be enabled easily: ```sh -from bluecast.blueprints.cast import BlueCast -from bluecast.config.training_config import TrainingConfig, XgboostTuneParamsConfig +from bluecast.eda.analyse import ( + bi_variate_plots, + correlation_heatmap, + correlation_to_target, + univariate_plots, +) +from bluecast.preprocessing.feature_types import FeatureTypeDetector -# Create a custom training config and adjust general training parameters -train_config = TrainingConfig() -train_config.hypertuning_cv_folds = 5 # default is 1 +# Here we automatically detect the numeric columns +feat_type_detector = FeatureTypeDetector() +train_data = feat_type_detector.fit_transform_feature_types(train_data) -# Pass the custom configs to the BlueCast class -automl = BlueCast( - class_problem="binary", - target_column="target" - conf_training=train_config, +# show univariate plots +univariate_plots( + train_data.loc[ + :, feat_type_detector.num_columns # here the target column EC1 is already included + ], + "EC1", ) -automl.fit(df_train, target_col="target") -y_probs, y_classes = automl.predict(df_val) +# show bi-variate plots +bi_variate_plots(train_data.loc[ + :, feat_type_detector.num_columns + ], + "EC1") + +# show correlation heatmap +correlation_heatmap(train_data.loc[ + :, feat_type_detector.num_columns]) + +# show correlation to target +correlation_to_target(train_data.loc[ + :, feat_type_detector.num_columns + ], + "EC1",) ``` #### Categorical encoding diff --git a/bluecast/config/training_config.py b/bluecast/config/training_config.py index 2fc88e1e..b6c11514 100644 --- a/bluecast/config/training_config.py +++ b/bluecast/config/training_config.py @@ -39,7 +39,7 @@ class XgboostTuneParamsConfig: """Define hyperparameter tuning search space.""" max_depth_min: int = 2 - max_depth_max: int = 3 + max_depth_max: int = 6 alpha_min: float = 0.0 alpha_max: float = 10.0 lambda_min: float = 0.0 diff --git a/bluecast/ml_modelling/xgboost.py b/bluecast/ml_modelling/xgboost.py index d677a3bb..d477c32e 100644 --- a/bluecast/ml_modelling/xgboost.py +++ b/bluecast/ml_modelling/xgboost.py @@ -189,7 +189,9 @@ def objective(trial): "lambda", self.conf_xgboost.lambda_min, self.conf_xgboost.lambda_max ), "min_child_weight": trial.suggest_float( - "min_child_weight", self.conf_xgboost.min_child_weight_min, self.conf_xgboost.min_child_weight_max + "min_child_weight", + self.conf_xgboost.min_child_weight_min, + self.conf_xgboost.min_child_weight_max, ), "num_leaves": trial.suggest_int( "num_leaves", @@ -268,7 +270,7 @@ def objective(trial): algorithm = "xgboost" sampler = optuna.samplers.TPESampler( - multivariate=True, seed=self.conf_training.global_random_state + multivariate=False, seed=self.conf_training.global_random_state ) study = optuna.create_study( direction="minimize", diff --git a/dist/bluecast-0.6.11.tar.gz b/dist/bluecast-0.6.11.tar.gz deleted file mode 100644 index 845ed7eb1cf8daa93fc337e5e83eb40546402e9f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 84412 zcmV)qK$^cFiwFn+00002|6*))Wn*D;bS*G0HZCzSE_7jX0PMYKkQ--~AO<87C?M-# zkt$v~Q$TD~{%dd85gB&OgeSr~`n5AX_Rfr^yXE)Z_vMKMs(6*I z1X+p1cOUP2*Y~~m6=n;w-@c-3y{jpzrpKPjXO4Xaeb3F!&%5s!UYsixi!pgCwhy1K zVJbRQANyv0O3QN7tT(l_;?l}e=~QWcZl$oYurhyYS&BuUum5Mg(bcMoVb07ImI}q< z?0Xl^oV#@G+!J5_OA8Bw)_(~iW5tDqg}KFr`Nh&AtpDOXB$wx+_5ajA7cX3w->X-( zmZ3?~nRaJeuWxLca<-b2Z0B zy0*S8Z|F+P)YQCO(=|!wm~)ms~~B3Ge42~wJy zP>j*8nRgXkgT$(=7)HBVSD-vuZCATZtz{}E)>o@HG(*mso0>d*jpvxoQ6;LTG^Bb< z#yC4lzFRjp+g(%EHN({FRV*Vf*IU&_SH(8i(T#eu&TGKzGzf+Sg?0_-0k$(QH`{8x zhTj@>tJ7U?)Q!!&tk$vU^{xql1_sh-=CL2MZCy6BMni%U>dWsy#-Zjlt*pDkWr1dw5o|An7r0*G}?EuYt?p3tz(ajRY|%IQObJz zjz)c9bKGj1&{Wn0oPdryt31lsR2mI=UE>1=^}_Hfp6=*aJuIM>Syvizr>#?c!EP3y z{&&yG*DjyG{=L&z&&e0A$ycsk{_cgd=g!L0r?0{9>Ad{C3)kPh{Qh+rQd~WK>G}`k z%jf0Omwq7s-i1qN^YXdxU%7hj+BNy|Rq4XTEAL%62Voa3oq6y5vllMCBfky#E?ovd zz5w71g8sZ- zoO%Df(^usy?_a%g`PwB6P+SD}`37tdX~UVvI5Og{Hr_#t0=_w;-3VO7%U z_o4Myv3>HH%U6DI^};*vUYFm!{NCAf5cu{vXxZtv-#f>uf=-=z@AQR>dHL+=i>Kc? zN4YLTDOV*-##$$T@7;44g!P?<|7WgWxO@q_apv-+>sR4t9(sB8x|8*L7p|Sl%crki zxP}9A{_5q6c?pLTa$KfDAm62PtP~t-**7DQ1b@GO?VMAfeD>Vw_n@q6m>IihCoV*c z!Pn?h_)_ry3;q0mDdPY4h5ui1`Tv!<`K98irNZ3OTyc46AzJ6(K>q*gxzlGao+~uf zedGUu@n0+v|G!*XDlTHWVsUA{6!HK2@i`&C4G?e!AV89CynLhDR<&yT&duzmX?Bd& z*;yV?sJCY~HfNbAU`qmLug%(-XV-!IuWrsZfw!LpNuaYiyRN7kTEV!p@h!7`TWhU- zA9$0wh0AlNmU9nXd=A@ohNYG7w)NXJU~=73Hh_!ot{1B9=8zUD#QYnxc6Rrzu&p#3 zZhLc2wqR;|N7rVc6kzh*!t2eAg0WfG8mfW)r}}3xAx}A@wUqUSrp~MrzrF!tRqI=g z_C|ZnE$ub@eWu-L>uYy6>!udob~nA})frRSFt;1ps=VG%s<(G(9?sXRr8&wmLm6h+ zDjqy=9iui&DOrV^TJ<&v5-51d&F#)M%L7^N-o0DEfSHEU+9GKfM&3?v)`g3?3~!9E8ABt z$h<^PNi=#OK5k?F&bC{$f7&|RojPw?Xz-Ni?! 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