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1. prob-unet-climate-downscaling prob-unet-climate-downscaling Public

   [NeurIPS 2025 AI4Science] A Probabilistic U-Net Approach to Downscaling Climate Simulations

   Jupyter Notebook 7

2. SS-BED-Emotion-Classifier SS-BED-Emotion-Classifier Public

   This project implements models for emotion recognition in conversational data, leveraging Sentiment-Specific Word Embeddings (SSWE) and GloVe embeddings. It includes a baseline SS-BED model and an …

   Jupyter Notebook 1

3. Emotion-Detection Emotion-Detection Public

   This repository provides the evaluation of various transformer-based models for emotion detection in text. The models are trained and evaluated on multiple datasets, including ISEAR, Diar AI, and G…

   Jupyter Notebook 1

4. DDPM-PyTorch-Implementation DDPM-PyTorch-Implementation Public

   Implementation of a DDPM class using PyTorch on the MNIST dataset to minimize the loss function and generate MNIST images.

   Jupyter Notebook 1

5. SimCLR-PyTorch-Implementation SimCLR-PyTorch-Implementation Public

   Implementation of SimCLR for self-supervised learning of visual representations using the STL-10 dataset in PyTorch.

   Jupyter Notebook 1

6. Sentiment-Analysis Sentiment-Analysis Public

   Implementation and report of a sentiment analysis project comparing RNNs and Transformer models on the Yelp Polarity dataset, utilizing a BERT-based tokenizer for pre-processing.

   Jupyter Notebook 1