kfre 0.1.12

Patch Release

• Package version fix in min_readme.md citation section
• Python version fix in min_readme.md
• Python version fix from 3.74 to 3.7.4
• new functions for classifying outcomes and ckd stages
  • class_esrd_outcome
class_ckd_stages
• new functions for performance assessment:
  • plot_kfre_metrics
  • eval_kfre_metrics
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average Precision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

kfre 0.1.11

Patch Release

• Python version fix in min_readme.md
• Python version fix from 3.74 to 3.7.4
• new functions for classifying outcomes and ckd stages
  • class_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics
  • eval_kfre_metrics
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average Precision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

kfre 0.1.10

Patch Release

• Python version fix from 3.74 to 3.7.4
• new functions for classifying outcomes and ckd stages
  • class_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics
  • eval_kfre_metrics
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average Precision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

kfre 0.1.9

• new functions for classifying outcomes and ckd stages
  • class_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics
  • eval_kfre_metrics
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average Precision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

kfre 0.1.8a4

• new functions for classifying outcomes and ckd stages
  • calc_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics $\rightarrow$ added decimal_places input param
  • eval_kfre_metrics $\rightarrow$ added decimal_places input param
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average PRecision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score
• removed function to generate random ckd data:
  • CKDDataGenerator() $\rightarrow$ needs more testing/better clinical understanding

kfre 0.1.8a3

• new functions for classifying outcomes and ckd stages
  • calc_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics,
  • eval_kfre_metrics,
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average PRecision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score
• new function to generate random ckd data:
  • CKDDataGenerator()

0.1.8a2

• new functions for classifying outcomes and ckd stages
  • calc_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics,
  • eval_kfre_metrics,
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average PRecision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

0.1.8a1

• new functions for classifying outcomes and ckd stages
  • calc_esrd_outcome,
    class_ckd_stages,
• new functions for performance assessment:
  • plot_kfre_metrics,
  • eval_kfre_metrics,
    • roc_auc curves
    • precision-recall curves
  • performance metrics:
    - Precision/PPV
    - Average PRecision
    - Sensitivity
    - Specificity
    - AUC ROC
    - Brier Score

kfre 0.1.8a

• new functions for classifying outcomes and ckd stages
• new functions for performance assessment:
  • roc_auc curves
  • precision-recall curves
  • performance metrics:
    • Precision/PPV
    • Average PRecision
    • Sensitivity
    • Specificity
    • AUC ROC
    • Brier Score

kfre 0.1.8

• Updated docs toc format and published on new site