Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

The official Python library for the OpenAI API

Library to scrape and clean web pages to create massive datasets.

Explanation to key concepts in ML

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

This repository contains demos I made with the Transformers library by HuggingFace.

simpleT5 is built on top of PyTorch-lightning⚡️ and Transformers🤗 that lets you quickly train your T5 models.

NLP360: Curated list of NLP datasets, libraries and articles

Fine tune a T5 transformer model using PyTorch & Transformers🤗

The Python Code Tutorials

Weighted Class TFIDF technique to deal with imbalanced datasets

Applied Machine Learning Explainability Techniques, published by Packt

🎓 Sharing machine learning course / lecture notes.

This PyTorch implementation of LayoutLM paper by Microsoft demonstrate the SequenceClassfication task using HuggingFaceTransformers to classify types of Documents.

Python Automation Cookbook, published by Packt

Getting Started with PyTorch Lightning, Published by Packt

Sample code for testing NER tagging with transformer models (BERT, RoBERTa, etc.)

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source …

Learn ML engineering for free in 4 months!

Set of real world data science tasks completed using the Python Pandas library

Essential and Fundametal aspects of Natural Language Processing with hands-on examples and case-studies