This repository provides an introduction to HuggingFace, PyTorch, and Spacy, focusing on building NLP projects. It includes links to several other repositories, each containing notebooks to familiarize oneself with these libraries.
- Introduction to HuggingFace
- Introduction to Spacy Library
- Introduction to PyTorch
- Contributing
- License
This repository contains two different Google Colab notebooks:
- Hf_Tokenizer_Models_and_Ouputs.ipynb
- Fine_Tunning_BERT_Model_on_GLUE_Data.ipynb
This repository contains links to two other repositories, each containing separate Google Colab notebooks:
- Introduction-to-text-Processing-using-Spacy: Introduction-to-text-Processing-using-Spacy.ipynb
- Build-a-Custom-NER-Model-using-Spacy: Build-a-Custom-NER-Model-using-Spacy.ipynb
This repository contains three different Google Colab notebooks:
- Introduction_to_PyTorch.ipynb
- Tensor_Operations_in_PyTorch.ipynb
- Build_a_CNN_using_PyTorch.ipynb
Contributions are welcome! If you find any bugs or have suggestions for improvement, feel free to open an issue or create a pull request.
This project is licensed under the MIT License.
- This project is created and maintained by Praveen Kumar.
If you encounter any issues or have suggestions for improvement, please open an issue in the Issues section of this repository.
The code has been tested on Windows system. It should work well on other distributions but has not yet been tested. In case of any issue with installation or otherwise, please contact me on Linkedin
Happy coding!!
I’m a seasoned Data Scientist and founder of TowardsMachineLearning.Org. I've worked on various Machine Learning, NLP, and cutting-edge deep learning frameworks to solve numerous business problems.