w4k2/stream-learn

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62
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Python
License
GNU General Publi...
Created almost 7 years ago
Updated 7 months ago

w4k2/stream-learn

w4k2

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

problexity

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

torchosr

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

AWAE

Active Weighted Aging Ensemble for Drifted Data Stream Classification replication code.

umce

Undersampled Majority Class Ensemble for highly imbalanced binary classification

increasing-depth-life-long

gan-data-streams

Let's combine GANs, explainable AI, and data streams.

ip_stream_generator

meta-concept-descriptor

On metaattribute ability in implicit concept identification

cddd

Centroid Distance Drift Detector

if-des-imb-stream

Elsevier Information Fusion Journal submission

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.

JFOTS

chunk-adaptive-restoration

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.

dscb

ideal2018

Multi-class imbalanced data classification based on feature selection techniques

classifier-selection

nn-nlp

moo-ensemble-weighting

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.

automatic_music_transcription

Environment and framework to perform automatic music transcription using deep neural networks.

Jupyter Notebook

ECML19-IoT-DES-preproc

SEMOOS

SVM Ensemble with Multi Objective Optimization Selection