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1. Federated_Deep_Generative_Model Federated_Deep_Generative_Model Public

   This repository explores federated deep generative models with PyTorch, featuring Conditional DCGAN, FedGAN v2, and custom synchronization strategies. It demonstrates client-server training with Fe…

   Jupyter Notebook 1

2. persian-telegram-news-nlp- persian-telegram-news-nlp- Public

   Corpus building and NLP analysis for Persian Telegram channel messages. Includes a notebook to parse and clean channel_messages.json, stopword normalization, word cloud with a silhouette mask, and …

   Jupyter Notebook 1

3. Modular-Deep-Learning Modular-Deep-Learning Public

   Modular PyTorch lab for running configurable deep-learning experiments, with ready-to-use data loaders, training pipelines, and metric tracking for both vision and NLP benchmarks.

   Jupyter Notebook

4. NLP-Movie-Genre-Classification- NLP-Movie-Genre-Classification- Public

   End-to-end NLP experiments for movie-genre prediction from plot summaries in English & Persian—covering document-level baselines, BERT fine-tuning, and NER+LSTM-CRF pipelines, with datasets and eva…

   Jupyter Notebook

5. Regularization-Continual-Learning-PyTorch Regularization-Continual-Learning-PyTorch Public

   Implements regularization-based continual learning strategies that mitigate catastrophic forgetting by penalizing large parameter changes. Includes reproducible implementations of EWC, Synaptic Int…

   Python

6. Replay-Based-Continual-Learning-PyTorch Replay-Based-Continual-Learning-PyTorch Public

   A replay-based continual learning, where models preserve past knowledge through stored exemplars or pseudo-samples. Implements Experience Replay (ER), Gradient Episodic Memory (GEM), and iCaRL. Pro…

   Python