Name		Name	Last commit message	Last commit date
Algorithms		Algorithms
Documentation		Documentation
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md

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Natural Language Processing (NLP) Algorithms

Hey <𝚌𝚘𝚍𝚎𝚛𝚜/>! 👋

Welcome to the NLP Algorithms repository! This repository provides a diverse collection of natural language processing algorithms, each with clear explanations, test cases, and practical examples to help you understand and implement them effectively.

Available Algorithms

A diverse collection of algorithms, each with clear explanations, test cases, and practical examples.

S.No	Algorithm	S.No	Algorithm	S.No	Algorithm
1	Bag of Words	2	TF-IDF	3	Word2Vec
4	GloVe	5	FastText	6	BERT
7	Text Classification	8	Named Entity Recognition	9	Sentiment Analysis
10	Part of Speech Tagging	11	Dependency Parsing	12	Machine Translation
13	Text Summarization	14	Topic Modeling	15	Question Answering
16	Text Generation	17	Text Clustering	18	Language Modeling

Available Documentations

Detailed guides and tutorials on various topics. These resources are designed to assist both beginners and advanced learners in understanding complex concepts and implementing AI solutions.

S.No	Documentation	S.No	Documentation	S.No	Documentation
1	NLP Introduction	2	NLTK Setup	3	Text Preprocessing Techniques
4	Word Embeddings	5	Transformers Overview	6	Machine Translation
7	Topic Modeling	8	Text Summarization	9	Question Answering
10	Text Generation	11	Text Clustering	12	Language Modeling
13	Advanced NLP Techniques	14	Practical NLP Projects	15	NLP with Deep Learning

Getting Started

To get started with the algorithms and documentation, follow these steps:

Clone the repository:

git clone https://github.com/UTSAVS26/nlp-algorithms.git

Navigate to the project directory:
```
cd nlp-algorithms
```

Contributing

We welcome contributions from the community! If you'd like to contribute, please follow these steps:

Fork the repository.
Create a new branch with your feature or bug fix.
```
git checkout -b feature-name
```
Commit your changes.
```
git commit -m "Add feature-name"
```
Push to the branch.
```
git push origin feature-name
```
Create a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Contact

If you have any questions or suggestions, feel free to open an issue or contact us at utsavsinghal26@gmail.com.

Happy coding! 🚀

About

Explore a rich collection of NLP algorithms and documentation. Each entry includes explanations, test cases, and practical examples to help you grasp and apply NLP techniques, whether you're new to the field or looking to deepen your knowledge.

data-augmentation-techniques ethics-in-nlp evaluation-metrics interactive-tutorials pretrained-models real-world-applications transfer-learning-in-nlp

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MIT license

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