sauravpattnaikcs60/edualgo

A simple python package having modules of different algorithms to use in educational purposes.

• 👋 Hi, I’m Saurav
• 👀 I’m interested in the field of machine learning and natural language processing
• 🌱 I’m currently learning cloud technologies(Azure) and MLOps
• 🌻 I’m looking to collaborate on challenging projects related to natural language processing
• 📫 How to reach me : Email : [email protected]
• 🐼 LinkedIn : www.linkedin.com/in/saurav-pattnaik-1b73b1151

Skills 🚀

Areas Of Work 🖥️

• Machine Learning

• Natural Language Processing

• Knowledge Graphs

Projects & Related Work 🌠

Weighted Class Tfidf 🐕

A custom implementation of tfidf that is suitable for handling imbalanced datasets.
Repo Link : Weighted-Class-Tfidf
Blog Link : How to correctly use TF-IDF with imbalanced data

DeepEncrypt 😼

A novel encryption algorithm that uses both huffman encoding and enigma machine to encrypt messages.
Repo Link : Deep-Encrypt

Crossover Alpha 🐉

A novel technique for creating crossovers using NER Swap + GPT2/LSTM finetuning.
Repo Link : Cross-Over-Alpha

Coming soon ⏰

• Repo showcasing Pytorch implementation of various models.
• Repo showcasing FastAPI implementation of the above models.