Hailey Nguyen's repositories
Network-Analysis
Sharing codes to create an interactive network graph and some insights to analyze a network
places-recommender-system
Build a system to recommend new restaurants
RETRO-pytorch
Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
LowSource-MultiClass-Classification
Apply pretrained language models with fine tuning to classify multi-class text in low resource settings
NLP-From-Scratch
Implementation of NLP algorithms using pure Python
streaming_twitter_news
Apply big data technologies to build a data pipeline for twitter streaming data and merge with News data for analysis
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Deep-Learning-Practices
This is my collection of Deep Learning projects using real datasets
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
fastai
The fastai deep learning library, plus lessons and and tutorials
kernel_linear_solver
Compare and contrast different methods to solve a linear system of Gaussian Kernel with noise.
LanguageAIAssistant
A chatbot that can help with learning a language.
markdown-content
Markdown content for the www.aerobatic.io website
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
numpynet
Approachable neural net implementation in pure numpy
scikit-learn
scikit-learn: machine learning in Python
seaborn_stacked_bars_plot.ipynb
to produce many stacked bar charts in one view using Seaborn
shap
A unified approach to explain the output of any machine learning model
stats337
Readings in applied data science
swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
Text-Analytics
Research using NLP techniques to analyze IMF documents
webauthn
Web Authentication WG: https://www.w3.org/Webauthn Editors' Draft: