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IFCA-Advanced-Computing/frouros
IncrementalKSTest fail

Describe the bug Hi there, Thank you so much for developing this facinating package for detecting drifts. It not only contains various kinds of algorithms but also easy to be integrated into the machine ...
bug
  • Tiffany-TW
  • 6
  • Opened 
    on Jan 25, 2024
  • #297

IFCA-Advanced-Computing/frouros
Incorrect result when using MMD with some chunk_size argument values

Describe the bug Incorrect result when using MMD with some chunk_size argument values. For many chunk_size values there is a difference between the MMD² with chunk_size=None and chunk_size!=None. For ...
bug
needs triage
  • jaime-cespedes-sisniega
  • 1
  • Opened 
    on Jul 23, 2023
  • #252

IFCA-Advanced-Computing/frouros
Avoid p-values to be zero

Describe the workflow you want to enable Avoid p-values to be zero be adding an additional argument to PermutationTestDistanceBased callback. Describe your proposed solution Add a boolean argument named ...
enhancement
needs triage
  • jaime-cespedes-sisniega
  • Opened 
    on Jul 23, 2023
  • #251

IFCA-Advanced-Computing/frouros
Fix __repr__ in MMD with PermutationTestOnBatchData callback

TypeError: sequence item 0: expected str instance, PermutationTestOnBatchData found
bug
  • jaime-cespedes-sisniega
  • Opened 
    on May 15, 2023
  • #183

IFCA-Advanced-Computing/frouros
Add a table of detectors in README.md

Replace the existing README.md image listing all detectors with a table of detectors with hyperlinks to API documentation and/or code.
enhancement
good first issue
help wanted
  • jaime-cespedes-sisniega
  • Opened 
    on May 14, 2023
  • #182

IFCA-Advanced-Computing/frouros
Histogram intersection return wrong distance

Histogram intersection method returns $\rm 1 - H(I,M)$ instead of $\rm H(I,M)$. From Swain and Ballard 1991, Histogram intersection is defined as : $\rm H_{SW}(I,M) = \dfrac{\sum_i \min(I_i,M_i)}{\sum_i ...
  • FabRez
  • 2
  • Opened 
    on Apr 7, 2023
  • #156

IFCA-Advanced-Computing/frouros
Refactor NormalFit and PartialFit

Refactor both classes to remove some duplicate functions (is_ready, get_number_classes, etc..).
bug
  • jaime-cespedes-sisniega
  • Opened 
    on Aug 1, 2022
  • #104

IFCA-Advanced-Computing/frouros
Refactor unsupervised methods test output

Some methods return a tuple (statistic, p-value) and others a TestResult object. Standardize it.
bug
  • jaime-cespedes-sisniega
  • Opened 
    on Jul 28, 2022
  • #97

IFCA-Advanced-Computing/frouros
Rename DDM Based to Statistical Process Control

Rename DDM Based to Statistical Process Control and include STEPD (remove Statistical Test subtype). According to On the reliable detection of concept drift from streaming unlabeled data.
enhancement
  • jaime-cespedes-sisniega
  • Opened 
    on Jul 27, 2022
  • #95

IFCA-Advanced-Computing/frouros
Allow to use non-incremetal-learning in DDM Based and Statistical Test supervised methods.

DDM Based and Statistical Test supervised methods can only be used in an incremental-learning manner. Allow these methods to be used without incremental-learning. Related to #93.
enhancement
  • jaime-cespedes-sisniega
  • Opened 
    on Jul 27, 2022
  • #94
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