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Add sequence modeling files

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  1. .gitignore +2 -0
  2. README.md +28 -0
  3. README_HF.md +15 -0
  4. implementation.ipynb +0 -0
  5. requirements.txt +8 -0
.gitignore ADDED
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+ # Jupyter Notebook Checkpoints
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+ .ipynb_checkpoints/
README.md ADDED
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+ # Sequence Modeling
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+
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+ This repository contains code, experiments, and resources for sequence modeling techniques, including RNNs, LSTMs, GRUs, and Transformer-based models. The project is organized for educational and research purposes, with Jupyter notebooks and requirements for easy setup.
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+
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+ ## Contents
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+ - `implementation.ipynb`: Main notebook with sequence modeling implementations and experiments.
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+ - `requirements.txt`: Python dependencies for running the notebooks.
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+
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+ ## Usage
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+ 1. Clone the repository:
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+ ```bash
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+ git clone https://github.com/GruheshKurra/SequenceModeling.git
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+ ```
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+ 2. Install dependencies:
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+ ```bash
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+ pip install -r requirements.txt
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+ ```
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+ 3. Open and run the notebook:
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+ ```bash
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+ jupyter notebook implementation.ipynb
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+ ```
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+
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+ ## Links
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+ - [GitHub Repository](https://github.com/GruheshKurra/SequenceModeling)
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+ - [Hugging Face Hub](https://huggingface.co/karthik-2905/SequenceModeling)
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+
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+ ## License
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+ MIT License
README_HF.md ADDED
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+ # Sequence Modeling on Hugging Face Hub
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+ This repository hosts sequence modeling resources, including code and experiments for RNNs, LSTMs, GRUs, and Transformers. The project is designed for learning and research, with ready-to-run Jupyter notebooks.
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+
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+ ## How to Use
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+ - Download or clone the repository from the Hugging Face Hub.
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+ - Install dependencies from `requirements.txt`.
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+ - Open `implementation.ipynb` in Jupyter and follow the instructions.
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+
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+ ## Useful Links
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+ - [GitHub Source](https://github.com/GruheshKurra/SequenceModeling)
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+ - [Hugging Face Hub](https://huggingface.co/karthik-2905/SequenceModeling)
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+
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+ ## License
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+ MIT License
implementation.ipynb ADDED
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requirements.txt ADDED
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+ torch>=1.9.0
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+ numpy>=1.21.0
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+ pandas>=1.3.0
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+ scikit-learn>=1.0.0
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+ matplotlib>=3.4.0
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+ seaborn>=0.11.0
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+ jupyter>=1.0.0
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+ ipython>=7.25.0