Alina Zhang's Projects
Material for "Using deep learning and time-series forecasting to reduce transit delays" at O'Reilly AI Conference in Beijing, June 2019
Notebooks using the Hugging Face libraries 🤗
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
Code and examples for the Mastering Data Mining project
The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)
Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication
Examples and guides for using the OpenAI API
This repository contains code for the O'Reilly Live Online Training for NLG & GPT
Jupyter notebooks for the Natural Language Processing with Transformers book
A feature-rich chat widget for Rasa and Botfront
Improving entity extraction from text using the lookup table feature in rasa_nlu
Computation using data flow graphs for scalable machine learning
Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP