bff

All of bff’s functions.

bff.avg_dicts	Average all the values in the given dictionaries.
bff.cast_to_category_pd	Automatically converts columns of pandas DataFrame that are worth stored as category dtype.
bff.concat_with_categories	Concatenation of Pandas DataFrame having categorical columns.
bff.get_peaks	Get the peaks of a time series having datetime as index.
bff.idict	Invert a dictionary.
bff.kwargs_2_list	Convert all single values from keyword arguments into lists.
bff.log_df	Log information on a DataFrame before returning it.
bff.mem_usage_pd	Calculate the memory usage of a pandas object.
bff.normalization_pd	Normalize columns of a pandas DataFrame using the given scaler.
bff.parse_date	Cast str date into datetime format.
bff.pipe_multiprocessing_pd	Compute function on DataFrame with nb_proc processes.
bff.plot.plot_correlation	Plot the correlation between variables of a pandas DataFrame.
bff.plot.plot_counter	Plot the values of a counter as a bar plot.
bff.plot.plot_history	Plot the history of the model trained using Keras.
bff.plot.plot_pca_explained_variance_ratio	Plot the explained variance ratio of PCA.
bff.plot.plot_predictions	Plot the predictions of the model.
bff.plot.plot_series	Plot time series with datetime with the given resample (groupby).
bff.plot.plot_true_vs_pred	Plot the ground truth against the predictions of the model.
bff.plot.set_thousands_separator	Set thousands separator on the axes.
bff.read_sql_by_chunks	Read SQL query by chunks into a DataFrame.
bff.size_2_square	Return the size of the side to create a square able to contain n elements.
bff.sliding_window	Apply a sliding window over the sequence.
bff.value_2_list	Convert a single value into a list with a single value.