Changelog#

Changes for the upcoming release can be found in the “changelog” directory in our repository.

0.4.1 (2023-05-12)#

Features#

  • fixed mlnext.find_anomalies for scalar inputs (every dimension 1) #52

0.4.0 (2023-01-27)#

Changes#

  • Updated the signature and docstrings of mlnext.plot.plot_signals. #32

  • Refactored mlnext.score.eval_sigmoid. #33

  • Removed roc_auc from mlnext.score.eval_metrics. #35

  • Fixed inconsistent typing import. #38

  • Removed neg_label from score.apply_threshold. #40

Features#

  • Added mlnext.pipeline.ClippingMinMaxScaler. #37

  • Added mlnext.recall_anomalies and integrations for mlnext.eval_metrics, mlnext.pr_curve. #39

Deprecations#

  • Deprecated y_true in favor of y in mlnext.pr_curve. #41

  • score.apply_threshold superceedes the functionality of score.eval_sigmoid and is removed in 0.6. #42

0.3.1 (2022-02-28)#

Changes#

  • Fixed package name in readme. #31

0.3.0 (2022-02-25)#

Changes#

  • Changed mlnext.score.apply_threshold to being inclusive for the positive class. #24

  • Cleaned mlnext namespace. #28

  • Added parameter k to mlnext.anomaly.apply_point_adjust from https://arxiv.org/abs/2109.05257. #29

  • Remove size check of other dimensions in mlnext.utils.truncate. #30

Features#

  • Added mlnext.score.pr_curve. #25

  • Added adaptive marker_size to mlnext.plot_error. #26

  • Added stride to mlnext.temporalize and mlnext.detemporalize. #27

0.2.0 (2021-12-03)#

Changes#

  • Removed mlnext.io.load_model and Tensorflow dependency. #10

  • Changed the roles of x and x_pred in plot_signals. #12

  • Fixed typing of np.ndarray. #20

  • Refactored mlnext.io. #22

Features#

  • Added legend to plot_signal. #11

  • Added norm_log_likelihood and bern_log_likelihood. #13

  • Added mlnext.anomaly. #14

  • Functions in mlnext.plot now optionally return the figure with return_fig. #15

  • Added mlnext.score.kl_divergence for two normal distributions. #16

  • Added example images for mlnext.plot. #17

  • Added mlnext.anomaly.apply_point_adjust_score. #18

  • Added MIT license with PLCnext Technology Copyright. #19

  • Added truncation and shape assertion methods in mlnext.utils. #21

  • Added mlnext.utils.rename_keys and mlnext.utils.flatten. #23

0.1.2 (2021-10-01)#

Features#

  • Added Digital Factory now introduction and legal notice to documentation. #7

  • Added gradient based feature augmentation. #8

0.1.1 (2021-09-02)#

Changes#

  • Fixed installation of package. #5

0.1.0 (2021-09-02)#

Initial Release.