Data-Science-kosta

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9 repositories

Long-texts-Sentiment-Analysis-RoBERTa
Public
PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa b…
multilingual sentiment-analysis text-classification pytorch serbian lstm movie-reviews bert small-dataset serbian-language
Jupyter Notebook
•7•26•1•0•Updated Nov 20, 2022Nov 20, 2022
Speech-Emotion-Classification-with-PyTorch
Public
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
parallel cnn pytorch transformer spectrogram data-augmentation awgn speech-emotion-recognition stacked attention-lstm
Jupyter Notebook
•39•211•4•0•Updated Nov 10, 2022Nov 10, 2022
Twitter-Sentiment-Analysis-RoBERTa
Public
Sentiment Analysis of tweets written in underused Slavic languages (Serbian, Bosnian and Croatian) using pretrained multilingual RoBERTa based model XLM-R on 2 …
api twitter sentiment-analysis twitter-api serbian pretrained-models twitter-sentiment-analysis tweet bert bosnian
Jupyter Notebook
•1•22•0•0•Updated Mar 9, 2021Mar 9, 2021
Emotions-classification-with-TensorFlow
Public
Classification of emotions using deep CNN on 2 different datasets. Works in real time through desktop camera
tensorflow cnn classification datasets
Python
•0•4•0•0•Updated Dec 19, 2020Dec 19, 2020
Variational-Autoencoder-for-Face-Generation
Public
Keras implementation of Variation Autoencoder for face generation. Analysis of the distribution of the latent space of the VAE. Vector arithemtic in the latent …
keras vae variational-autoencoder celeba-dataset face-generation latent-space
Jupyter Notebook
•4•15•0•0•Updated Oct 2, 2020Oct 2, 2020
WGAN-GP-for-Face-Generation
Public
Keras implementation of WGAN GP for face generation. The model is trained on CelebA dataset.
keras gan gans wasserstein-gan celeba-dataset face-generation gradient-penalty
Jupyter Notebook
•0•10•0•0•Updated Oct 2, 2020Oct 2, 2020
Forecasting-air-pollution-LSTM-model-and-Regression-trees-model
Public
Forecasting air pollution from given weather data. Two models were implemented: Regression Trees and LSTM model.
weather timeseries forecasting air-pollution regression-trees lstm-neural-network
Jupyter Notebook
•0•5•0•0•Updated Jun 21, 2020Jun 21, 2020
Language-detection-bigram-model
Public
Detection of language of a written text using bigram letter model.
statistics language-detection python3 bigram-model
Python
•0•3•0•0•Updated May 1, 2020May 1, 2020
Detection-of-abnormal-moving-of-a-drone
Public
Classification of abnormal moving of a drone using logistic regression
matlab classification logistic-regression
MATLAB
•0•0•0•0•Updated May 1, 2020May 1, 2020