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1. Transformer_Classifier Transformer_Classifier Public

   Implementaion of two task related to Binary Classification and POS TAGGING. Use of Transformer pretrained model (BERT-uncase) and some techniques (freezing etc) for optimizing the tasks. Use both p…

   Jupyter Notebook 1

2. RNN_Classifier RNN_Classifier Public

   Solve a Binary Classification task and POS TAGGING task by using RNN models. More specifically, we used a Bi-LSTM and Bi-GRU models with stacking and self attention mechanisms.

   Jupyter Notebook 1

3. LLM_text_detection LLM_text_detection Public

   Detection if an essay has written by a student or an LLM. The initial dataset is from a competition on kaggle.com.

   Jupyter Notebook 1

4. MLP_Classifier MLP_Classifier Public

   MLP for Text Classification and part-of-speech (POS) tagging

   Jupyter Notebook

5. Image_Classification Image_Classification Public

   Image classification and Spectral Unmixing. The photo is Hyperspectral image (HSI) taken by a satellite and includes 103 different spectral bands

   Jupyter Notebook

6. WebScraping_YT_Classification WebScraping_YT_Classification Public

   Jupyter Notebook