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CHANGELOG

0.12.3dev

0.12.2 (2024-09-18)

  • [Feature] Removes telemetry

0.12.1 (2024-02-07)

  • [Feature] Adds ploomber-extension as dependency
  • [Feature] Support for mistune v3, altair v5
  • [Doc] Added example for .upsert_append()

0.12.0 (2023-03-23)

  • [Feature] Adds coloring scheme and style to plots (#243)

0.11.4 (2023-03-07)

  • [Feature] Adds new report API for evaluating and comparing models
  • [Doc] Tutorial covering underfitting/overfitting
  • [Doc] User guide on Feature Selection

0.11.3 (2023-02-28)

  • [Feature] Adds plot.InteractiveConfusionMatrix object-oriented API (#275)
  • [Doc] User guide on interactive confusion matrix plot (#275)
  • [Doc] Reorganisation of the classification module (#297)
  • [Doc] Added API for RandomForestClassifierGrid (#297)

0.11.2 (2023-02-21)

  • [Fix] Adds input validation with suggestions to plot.grid_search (#53)
  • [Fix] Fixes an error that prevented ClassificationReport.from_raw_data from displaying the plot
  • [Doc] Object oriented API guide includes appropriate methods under each model (#271)
  • [Doc] Quickstart clustering guide now uses plot.pca (#276)
  • [Doc] User Guide on micro and macro averaging

0.11.1 (2023-02-07)

  • [Feature] Improves composed ROC plots so that different curves are more easily identifiable
  • [Feature] Adds plot.CalibrationCurve object-oriented API
  • [Doc] User Guide on Probability Calibration
  • [Doc] User Guide on real-time tracking

0.11.0 (2023-01-31)

  • [API Change] ax parameter removed from ROC constructor (#255)
  • [API Change] Applies deprecation to plot.ClassificationReport
  • [Feature] Adds plot.PrecisionRecall object-oriented API [#189]
  • [Feature] Adds plot.pca
  • [Doc] User guide on PCA

0.10.0 (2023-01-29)

  • [API Change] A new figure and axes is created (via plt.subplots()) when calling a plotting method with ax=None. Previously, the current axes was used (via plt.gca()) (#211)
  • [API Change] silhouette_analysis_from_results function now accepts a list of cluster labels #213
  • [API Change] Removed n_clusters from elbow_curve (#247)
  • [Feature] Adds RandomForestClassifierGrid
  • [Fix] Validates plot.ROC inputs (#98)
  • [Fix] Uses existing labels in multi ROC curve (#225)
  • [Fix] Validating input elbow curve model has "score" method [#146]
  • [Fix] Adds class labels for multi class roc plot (#209)
  • [Fix] Fixed ROC curves plots to show properly.
  • [Fix] setup.py fix due to change in setuptools 67.0.0

0.9.0 (2023-01-13)

  • [API Change] Applies deprecation to ROC constructor (#135)
  • [API Change] Applies deprecation to ConfusionMatrix constructor
  • [API Change] Deprecates n_clusters in plot.elbow_curve in favor of range_n_clusters (#148)
  • [Fix] Adds labels to plot.elbow_curve (#152)
  • [Fix] Showing community link when throwing exceptions

0.8.6 (2023-01-04)

  • Adds support for pandas.Series to prediction error plot (#154)
  • Fixes error to prediction plot due to hardcoded axis (#155)
  • Deprecates model argument in prediction plot

0.8.5 (2022-12-29)

  • Fixes to plot.elbow_curve: no longer hardcoding figure size, random seed for model, also showing n_clusters in title
  • Fixes error when passing array to table.feature_importances (#144)
  • Adds clustering quick start

0.8.4 (2022-12-24)

  • New plot.ROC api added
  • Adds plot.ROC.__add__ for generating overlapping curves
  • plot.ROC can be serialized/unserialized with .dump/ .from_dump
  • Adds feature ranking plots
  • Adds plot.ks_statistic
  • Adds plot.cumulative_gain
  • Adds plot.lift_curve
  • Adds plot.cooks_distance

0.8.3 (2022-12-02)

  • Adds plot.silhoutte_analysis
  • Adds clustering user guide
  • Adds plot.target_analysis
  • Adds bulk insert to SQliteTracker via .insert_many
  • SQliteTracker.{get_parameters_keys, get_sample_query} support extracting keys from nested JSON objects

0.8.2 (2022-11-24)

  • plot.ConfusionMatrix and plot.ClassifictionReport can be serialized/unserialized with .dump/ .from_dump
  • Adds Experiment class to easily create new experiments from SQLiteTracker using .new_experiment()
  • Adds Experiment.log_classification_report
  • Adds Experiment.log_confusion_matrix
  • Adds Experiment.log_figure
  • Adds Experiment.log
  • Adds Experiment.log_dict
  • Adds SQLiteTracker.get
  • Adds docstring examples to SQLiteTracker and Experiment
  • Updates SQliteTracker tutorial
  • Fixes error when querying experiments using SQliteTracker whose UUID was all numbers (e.g., "1234")

0.8.1 (2022-11-16)

  • Adds plot.residuals and plot.prediction_error for evaluating regression models

0.8 (2022-11-15)

  • SQliteTracker.get_sample_query generates a query compatible with older SQLite versions that do not support the -> operator
  • SQliteTracker creates shorter experiment IDs
  • Fixes whitespace in generated HTML when generating tab views and in SQLTracker results when as_frame=False

0.7.9 (2022-11-14)

  • Adds as_frame argument to SQLiteTracker
  • Adds SQLiteTracker.upsert
  • Allow overwriting records in SQLiteTracker.update with allow_overwrite=True
  • Adds SQliteTracker.get_sample_query
  • Adds SQliteTracker.get_parameters_keys

0.7.8 (2022-11-05)

  • Adds plot.scores_distribution
  • Adds plot.classification_report
  • Fixes plot.calibration_curve error that scaled probabilities before plotting

0.7.7 (2022-11-01)

  • plot.calibration_curve allows plotting curves with different sample sizes

0.7.6 (2022-11-01)

  • Adds plot.calibration_curve

0.7.5 (2022-10-28)

  • Renames cluster_ranges to n_clusters in plot.elbow_curve
  • Adds plot.elbow_curve_from_results

0.7.4 (2022-10-27)

  • Adds plot.elbow_curve

0.7.3 (2022-10-26)

  • Updates telemetry

0.7.2 (2022-09-15)

  • Adds [plot.ConfusionMatrix]{.title-ref}

0.7.1 (2022-08-30)

  • Updates telemetry key

0.7 (2022-08-15)

  • NotebookDatabase: makes path the primary key
  • NotebookDatabase: .index() uses path to see if the notebook has been indexed
  • NotebookDatabase: adds update to .index()

0.6.1 (2022-08-13)

  • Adds anonymous telemetry

0.6 (2022-08-11)

  • Query notebooks with SQL using NotebookDatabase
  • Stripping output string in NotebookIntrospector
  • Ignoring standard error output in NotebookIntrospector

0.5.9 (2022-07-04)

  • Adds sort argument to plot.grid_search (#45)

0.5.8 (2022-04-16)

  • Fixes an error in plot.grid_search when parameters grid has a single parameter

0.5.7 (2021-10-17)

  • Adds NotebookIntrospector.get_injected_parameters

0.5.6 (2021-06-26)

  • Fixes error that caused grid search plot to fail when a parameter had a None value (#40)

0.5.5 (2021-03-28)

  • Adds missing dependency (IPython), required by NotebookIntrospector

0.5.4 (2020-12-28)

  • NotebookCollection displays output using HTML and tabs
  • Adds links to try out the examples in binder

0.5.3 (2020-12-15)

  • DataSelector copies input steps to prevent mutating input params
  • Simplifies NotebookInstrospector API and adds first implementation of NotebookCollection

0.5.2 (2020-10-02)

  • Adds SQLiteTracker for tracking ML experiments using a SQlite backend
  • Adds NotebookIntrospector [Experimental]
  • Migrates tests to nox
  • Adds DataSelector
  • Enables testing with Python 3.8

0.5.1 (2020-09-18)

  • Drops support for Python 3.5
  • Documentation migrated to Read the Docs