Update README.md

README.md

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-Collection of pdf data of AI/ML Research Papers.
+# AI & Machine Learning Research Papers Dataset
+
+This dataset contains a curated collection of 1296 research papers focused on advancements in Artificial Intelligence and Machine Learning. It is intended as a resource for researchers, educators, and developers to explore and analyze diverse topics within AI and ML.
+
+---
+
+## Dataset Summary
+
+- **Total Papers**: 1296
+- **Domains Covered**: 
+  - Artificial Intelligence (AI)
+  - Machine Learning (ML)
+  - Deep Learning
+  - Natural Language Processing (NLP)
+  - Computer Vision
+  - Reinforcement Learning
+  - And more!
+- **Sources**: Aggregated from reputable journals, conferences, and open-access archives.
+- **Data Format**: JSON or CSV (check files for specific formats)
+
+---
+
+## Dataset Details
+
+All the Data in Pdf formats.
+
+## Usage Examples
+
+This dataset can be used for various research and development purposes:
+
+1. **Trend Analysis**: Identify emerging trends and key topics in AI and ML over time.
+2. **Text Mining & NLP**: Perform topic modeling, keyword extraction, or sentiment analysis on abstracts and keywords.
+3. **Citation Analysis**: Study citation patterns to identify influential works or frequently cited topics.
+4. **Recommender Systems**: Develop models to recommend related papers based on topics, keywords, or citation counts.
+
+---
+
+## Getting Started
+
+To use this dataset:
+
+```bash
+import subprocess
+
+# Use subprocess.run for better practice
+subprocess.run(['curl', '-L', 'https://huggingface.co/datasets/khushwant04/Research-Papers/resolve/main/research-papers.tar?download=true', '-o', 'research-papers.tar'], check=True)
+subprocess.run(['tar', '-xf', 'research-papers.tar'], check=True)
+```
+
+## License
+
+This dataset is provided for academic and research purposes. Please adhere to the licensing terms of individual papers as specified by their publishers.
+
+---
+
+## Citation
+
+If you use this dataset in your research, please cite it as follows:
+
+```bibtex
+@dataset{your_name_aiml_papers_2024,
+  title = {AI & Machine Learning Research Papers Dataset},
+  author = {Khushwant Sanwalot},
+  year = {2024},
+  publisher = {Hugging Face},
+  url = {https://huggingface.co/datasets/khushwant04/Research-Papers}
+}