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 based model (XLM-R) on the small dataset.
multilingual text-classification serbian lstm bert small-dataset roberta pytorch-implementation multilingual-models xlm-roberta
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
•35•191•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 different datasets.
api twitter sentiment-analysis twitter-api serbian pretrained-models twitter-sentiment-analysis tweet bert bosnian
Jupyter Notebook
•1•21•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
cnn classification datasets tensorflow
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 space. Morphing between the faces. The model was trained on CelebA dataset
keras vae variational-autoencoder celeba-dataset face-generation latent-space
Jupyter Notebook
•1•13•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 regression-trees lstm-neural-network air-pollution
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 python3 language-detection 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