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Pouya's Projects

adanen icon adanen

Adaptive Neural Ensemble Network (AdaNEN) for On-The-Fly Classification of Evolving Text Streams

cisi icon cisi

CISI Information Retrieval Dataset in CSV Format

datasets icon datasets

Datasets for evolving stream classification

driftingtextstreams icon driftingtextstreams

Constructing text streams with concept drift from the existing text classification datasets

fast-bert icon fast-bert

Super easy library for BERT based NLP models

goowe-python icon goowe-python

Implementation of GOOWE in Python using scikit-multiflow

moa-challenge icon moa-challenge

Generating simulated data stream and classifying generated data instances using three classifiers, namely Naive Bayes, Hoeffding Tree, and ensemble of these classifiers. The accuracy of these classifiers are calculated for generated data streams.

onn icon onn

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

pytorch_tutorials icon pytorch_tutorials

This repository contains a number of neural networks, implemented in Pytorch.

scikit-multiflow icon scikit-multiflow

A machine learning package for streaming data in Python. The other ancestor of River.

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