Data-Science-kosta
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Speech-Emotion-Classification-with-PyTorch
Speech-Emotion-Classification-with-PyTorch PublicThis repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
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Long-texts-Sentiment-Analysis-RoBERTa
Long-texts-Sentiment-Analysis-RoBERTa PublicPyTorch 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.
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Twitter-Sentiment-Analysis-RoBERTa
Twitter-Sentiment-Analysis-RoBERTa PublicSentiment Analysis of tweets written in underused Slavic languages (Serbian, Bosnian and Croatian) using pretrained multilingual RoBERTa based model XLM-R on 2 different datasets.
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Variational-Autoencoder-for-Face-Generation
Variational-Autoencoder-for-Face-Generation PublicKeras 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. Th…
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WGAN-GP-for-Face-Generation
WGAN-GP-for-Face-Generation PublicKeras implementation of WGAN GP for face generation. The model is trained on CelebA dataset.
Jupyter Notebook 10
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Forecasting-air-pollution-LSTM-model-and-Regression-trees-model
Forecasting-air-pollution-LSTM-model-and-Regression-trees-model PublicForecasting air pollution from given weather data. Two models were implemented: Regression Trees and LSTM model.
Jupyter Notebook 5
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.
Data-Science-kosta/Long-texts-Sentiment-Analysis-RoBERTa’s past year of commit activity - Speech-Emotion-Classification-with-PyTorch Public
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
Data-Science-kosta/Speech-Emotion-Classification-with-PyTorch’s past year of commit activity - 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.
Data-Science-kosta/Twitter-Sentiment-Analysis-RoBERTa’s past year of commit activity - Emotions-classification-with-TensorFlow Public
Classification of emotions using deep CNN on 2 different datasets. Works in real time through desktop camera
Data-Science-kosta/Emotions-classification-with-TensorFlow’s past year of commit activity - 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
Data-Science-kosta/Variational-Autoencoder-for-Face-Generation’s past year of commit activity - WGAN-GP-for-Face-Generation Public
Keras implementation of WGAN GP for face generation. The model is trained on CelebA dataset.
Data-Science-kosta/WGAN-GP-for-Face-Generation’s past year of commit activity - 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.
Data-Science-kosta/Forecasting-air-pollution-LSTM-model-and-Regression-trees-model’s past year of commit activity - Language-detection-bigram-model Public
Detection of language of a written text using bigram letter model.
Data-Science-kosta/Language-detection-bigram-model’s past year of commit activity - Detection-of-abnormal-moving-of-a-drone Public
Classification of abnormal moving of a drone using logistic regression
Data-Science-kosta/Detection-of-abnormal-moving-of-a-drone’s past year of commit activity
