yzhao062 / pyod

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

http://pyod.readthedocs.io

yzhao062/pyod Issues

A problem about DeepSVDD
Updated 9 days ago
ECOD and COPOD decision functions switched
Updated 17 days ago
Current implementation is not compatible with Keras 3
Closed 18 days ago1
How will the effectiveness of the model be evaluated, and does the library provide the appropriate methodology?
Updated a month ago1
Quasi-Monte Carlo Discrepancy always predicts an outlier
Updated 2 months ago1
DIF model: duplicate normalization
Updated 3 months ago
issues about scikit-learn
Closed 3 months ago3
TypeError: SUOD.__init__() got an unexpected keyword argument 'cost_forecast_loc_fit'
Updated 3 months ago2
Default parameter inconsistent with docs
Updated 3 months ago
Add wheels to PyPI?
Updated 4 months ago
TOS selection methods and parameter
Updated 4 months ago
Grateful
Updated 4 months ago
False positive warning when manipulating pandas dataframes
Updated 4 months ago
Model prediction in Autoencoder does not support adjusting batch size
Updated 5 months ago
Using IForest in situations where training set does not contain any anomalies
Updated 5 months ago14
saved model size
Updated 7 months ago
different results depending on time-span
Closed 7 months ago2
Support SHAP for model explanation
Updated 8 months ago
ValueError: node array from the pickle has an incompatible dtype
Updated 8 months ago1
Which algorithms support ‘Semi-supervised Novelty Detection’？
Updated 8 months ago
ABOD weighting schemes / not matching the definition?
Updated 9 months ago1
IForest feature contribution for a given outlier
Updated 9 months ago3
ROD models: RuntimeWarning: invalid value encountered in divide
Updated 9 months ago
ABOD missing support for kernels
Updated 9 months ago
Error in hbos with auto for n_bins
Updated 9 months ago1
Update contamination without retraining
Closed 10 months ago4
Different results with different pandas versions
Updated 10 months ago6
Memory not Freed on line 131 of mo_gaal.py
Updated 10 months ago
may you clarify what is difference between pyod and TODS
Updated a year ago3
计算异常概率时会有除数为0的问题
Updated a year ago1
AttributeError: module 'numpy' has no attribute 'float'.
Updated a year ago1
The number of non-zero elements in projection vector for LODA
Updated a year ago
Mention newly added MLflow support in docs
Updated a year ago
How to save the results of the evaluate_print
Updated a year ago
Scaler error due to mutable default argument in LUNAR
Updated a year ago
can not save deepsvdd models
Updated a year ago
Which algorithms of PyOD are "robust"?
Updated a year ago2
Which algorithms of PyOD support categorical data?
Updated a year ago
Can PyOD be used for anomaly class classification?
Updated a year ago2
Ensemble methods integration in scikit learn pipeline
Closed a year ago2
ValueError: decay is deprecated in the new Keras optimizer, pleasecheck the docstring for valid arguments, or use the legacy optimizer, e.g., tf.keras.optimizers.legacy.SGD.
Updated a year ago
SOD is (possibly) delivering wrong results
Updated a year ago2
Project dependencies may have API risk issues
Updated a year ago
IndexError with MCD
Updated a year ago
ROC vs. AUC
Updated a year ago1
data stream
Updated a year ago1
a universal feature importance analysis
Updated a year ago2
KPCA fails in SUOD model
Updated a year ago1
Results from LODA are not reproducible
Updated a year ago
Train/Test split or not?
Updated a year ago1