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konkyrkos / sentiment-classifier-classic-algorithms

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Tweet Sentiment Classifier using Classic Machine Learning Algorithms. This repository provides my solution for the 2nd Assignment for the course of Text Analytics for the MSc in Data Science at Athens University of Economics and Business.

python statistics random-forest metrics sklearn sgd recall logistic-regression learning-curve sentiment-classifier multinomial-naive-bayes probabilistic-classifiers statistical-significance-test dummyclassfier classifier-metrics-precision f1-scores
  • Updated Aug 19, 2020
  • Jupyter Notebook

amatov / ActinSegmentationModulation

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region-of-interest band-pass-filter statistical-significance-test metrics-evaluation diffraction-limited-spots scale-space-feature-detection total-internal-reflection-fluorescence-micscopy epifluorescence-microscopy fluorescent-speckle-microscopy low-signal-to-noise-ratio subresolution-cluster-of-fluorophores speckle-modulation-analysis imaging-technique-evaluation imaging-quality-metrics gaussian-spatial-frequencies-filtering 2d-convolution-operator image-noise-reduction bessel-function-to-gaussian-fitting vinculin latrunculin
  • Updated Nov 26, 2023
  • MATLAB

konkyrkos / sentiment-classifier-mlp

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Tweet Sentiment Classification using Multi Layer Perceptrons. This repository provides my solution for the 3rd Assignment for the course of Text Analytics for the MSc in Data Science at Athens University of Economics and Business.

python statistics deep-neural-networks deep-learning neural-network metrics sklearn keras hyperparameter-optimization recall baseline precision multilayer-perceptron-network sentiment-classifier keras-tensorflow mlp-classifier statistical-significance-test dummyclassfier f1-scores model-metrics-precision
  • Updated Aug 19, 2020
  • Jupyter Notebook

konkyrkos / sentiment-classifier-rnn

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Tweet Sentiment Classifier using Recurrent Neural Networks. This repository provides my solution for the 4th Assignment for the course of Text Analytics for the MSc in Data Science at Athens University of Economics and Business.

python statistics metrics sklearn recurrent-neural-networks rnn recall baseline rnn-tensorflow rnn-model sentiment-classifier statistical-significance-test dummyclassfier f1-scores model-metrics-precision
  • Updated Aug 25, 2020
  • Jupyter Notebook

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