Welcome to ricebowl’s documentation!¶
LICENSE¶
Dataframe Pre-processing¶
- Data-Preprocessing
- read_csv
- read_excel
- reformat_col_headers
- str_to_datetime
- timestamp_to_datetime
- to_timestamp
- label_encode
- one_hot_encode
- dates_diff
- drop_duplicates
- reset_index
- to_dtype
- fill_mode
- fill_mean
- melt
- split_columns
- remove_unwanted_chars
- fill_num_abbreviations
- split_data
- find_corr
- zscore_outliers
- standarization
- normalization
- basic_stats
Image Pre-processing¶
Modeling¶
- Modeling
- Classification Models:
- random_forest_classifier
- decision_tree_classifier
- svm_classifier
- extra_tree_classifier
- gaussian_classifier
- logistic_classifier
- logistic_cv_classifier
- bernoulli_classifier
- multinomial_classifier
- sgd_classifier
- passive_aggressive_classifier
- ridge_classifier
- mlp_classifier
- adaboost_classifier
- bagging_classifier
- lda_classifier
- qda_classifier
- knn_classifier
- Regression Models:
- knn_regressor
- linear_regressor
- ransac_regressor
- ARD_regressor
- huber_regressor
- sgd_regressor
- theilsen_regressor
- passive_aggressive_regressor
- mlp_regressor
- adaboost_regressor
- random_forest_regressor
- decision_tree_regressor
- svm_regressor
- bagging_regressor
- extra_tree_regressor
- lasso_regressor
- ridge_regressor