Katedra Systemów i Sieci Komputerowych (@w4k2)
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Top repositories

1

stream-learn

The stream-learn is an open-source Python library for difficult data stream analysis.
Python
61
star
2

problexity

The problexity is an open-source python library containing the implementation of measures describing the complexity of the classification and regression problems.
Python
20
star
3

torchosr

The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.
Python
9
star
4

AWAE

Active Weighted Aging Ensemble for Drifted Data Stream Classification replication code.
Python
3
star
5

umce

Undersampled Majority Class Ensemble for highly imbalanced binary classification
TeX
3
star
6

gan-data-streams

Let's combine GANs, explainable AI, and data streams.
Python
2
star
7

ip_stream_generator

Python
2
star
8

meta-concept-descriptor

On metaattribute ability in implicit concept identification
Python
2
star
9

cddd

Centroid Distance Drift Detector
2
star
10

if-des-imb-stream

Elsevier Information Fusion Journal submission
Python
2
star
11

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.
Python
2
star
12

JFOTS

TeX
1
star
13

chunk-adaptive-restoration

Python
1
star
14

HSSA

Hyperspectral Segmentation Algorithm — a two-staged segmentation tool for HS images, based on consecutive division of image to decompose it into a set of homogenous segments.
Python
1
star
15

increasing-depth-life-long

1
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16

dscb

1
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17

ideal2018

Multi-class imbalanced data classification based on feature selection techniques
Python
1
star
18

classifier-selection

Python
1
star
19

nn-nlp

Python
1
star
20

moo-ensemble-weighting

Python
1
star
21

ECE

Exposer Classifier Ensemble — Exposer is a data structure drawing from both histogram and a scatter plot. Like in histogram, the range of values is divided into a series of intervals, but like in a scatter plot the combination of features is analyzed.
Python
1
star
22

automatic_music_transcription

Environment and framework to perform automatic music transcription using deep neural networks.
Jupyter Notebook
1
star
23

ECML19-IoT-DES-preproc

Python
1
star
24

SEMOOS

SVM Ensemble with Multi Objective Optimization Selection
1
star