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1. ELMo-Deep-Contextualized-Word-Representations ELMo-Deep-Contextualized-Word-Representations Public

   An implementation of ELMo embeddings using PyTorch, featuring stacked Bi-LSTMs for contextualized word representations. Pretrained on bidirectional language modeling and evaluated on the AG News da…

   Python 1 1

2. Chord_DHT-Replication Chord_DHT-Replication Public

   A Python-based implementation of the Chord DHT protocol with a GUI for visualizing node operations, key-value storage, and fault-tolerant replication using consistent hashing.

   Python

3. Code-Mixed-Machine-Translation- Code-Mixed-Machine-Translation- Public

   A Python-based machine translation system for English-to-Hinglish, leveraging models like mBART and T5-small to address the complexities of code-mixed languages, achieving state-of-the-art performa…

   Jupyter Notebook

4. Seam-Carving-Algorithm Seam-Carving-Algorithm Public

   A Python implementation of the Seam Carving algorithm for content-aware image resizing, preserving key regions by dynamically removing low-energy seams using OpenCV.

   C++

5. Interactive-C-Shell Interactive-C-Shell Public

   An interactive shell in C/C++ mimicking a POSIX shell, supporting built-in commands (e.g., cd, pwd, ls), I/O redirection, pipelining, and process management with auto-complete and history tracking.

   C++

6. Transformers-from-Scratch Transformers-from-Scratch Public

   A Python implementation of the Transformer architecture built from scratch, showcasing attention mechanisms and sequence modeling for tasks like text processing.

   Jupyter Notebook