Hieu Duong's Projects
attention tutorial for beginer
Tracking the progress in SLU (resources, code, and new frontiers etc.)
Data Structures and Algorithms in Python
Over 200 figures and diagrams of the most popular deep learning architectures and layers FREE TO USE in your blog posts, slides, presentations, or papers.
Vietnamese question generation model base on T5
A library for efficient similarity search and clustering of dense vectors.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!
Deploy a search application using Elasticsearch
Poem generation base Kieu story - Nguyen Du
Insightful Tutorials and Papers about Knowledge Graphs
Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
Natural Language Processing Tutorial for Deep Learning Researchers
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
Learn how to use PyTorch to solve some common NLP problems with deep learning.
Code for Programming PyTorch for Deep Learning
image_process
Semantic Search Models For Retrieval
Multilingual Sentence & Image Embeddings with BERT
A simple Jekyll theme for words and pictures.
Starter code for Stanford CS224n default final project on SQuAD 2.0