Pinned Repositories
AWAE
Active Weighted Aging Ensemble for Drifted Data Stream Classification replication code.
cddd
Centroid Distance Drift Detector
gan-data-streams
Let's combine GANs, explainable AI, and data streams.
meta-concept-descriptor
On metaattribute ability in implicit concept identification
problexity
The problexity is an open-source python library containing the implementation of measures describing the complexity of the classification and regression problems.
stream-learn
The stream-learn is an open-source Python library for difficult data stream analysis.
swarog-dataset
Dataset acquired and labeled during the first phase of a SWAROG project, financed by the National Center for Research and Development, under grant INFOSTRATEG-I/0019/2021.
torchosr
The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.
traffic-weaver
Semi-synthetic time-varrying traffic generator based on averaged time series.
umce
Undersampled Majority Class Ensemble for highly imbalanced binary classification
Katedra Systemów i Sieci Komputerowych's Repositories
w4k2/stream-learn
The stream-learn is an open-source Python library for difficult data stream analysis.
w4k2/problexity
The problexity is an open-source python library containing the implementation of measures describing the complexity of the classification and regression problems.
w4k2/torchosr
The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.
w4k2/meta-concept-descriptor
On metaattribute ability in implicit concept identification
w4k2/swarog-dataset
Dataset acquired and labeled during the first phase of a SWAROG project, financed by the National Center for Research and Development, under grant INFOSTRATEG-I/0019/2021.
w4k2/2PAC
w4k2/fb-plot
w4k2/MOLO-Forest
w4k2/traffic-weaver
Semi-synthetic time-varrying traffic generator based on averaged time series.
w4k2/active-learning-data-streams
w4k2/benchmark_streams
Benchmark data streams in ARFF format.
w4k2/cldd.kssk.pwr.edu.pl
w4k2/cmcsl
w4k2/complexity-streams
w4k2/dpl
w4k2/ecml24_2d_mde_stream
w4k2/gmlno
Graph-Based Machine Learning Estimation Methods for Multilayer Network Optimization -- Materials
w4k2/methods_comparison
The comparison of method proposed in the previous articles. Methods: SEMOOS, DE-Forest, MOOforest, MOLO.
w4k2/moo_knn
w4k2/MOOforest
w4k2/MOONF
Using multi-objective optimization to build non-random forest
w4k2/neverending.kssk.pwr.edu.pl
w4k2/osr-gsl
w4k2/padd
Unsupervised Concept Drift Detection based on Parallel Activations of Neural Network
w4k2/preliminary-losr-dse
w4k2/sentence-space-stream
w4k2/statistical-drift-detection
w4k2/stream-difficulty
w4k2/warcow
w4k2/weles
Collection of various pattern recognition methods and experimental tools made by Machine Learning Group of Wrocław University of Science and Technology.