Phuong Nguyen's repositories
awesome-2vec
Curated list of 2vec-type embedding models
course-nlp
A Code-First Introduction to NLP course
cs-self-learning
计算机自学指南
cs-video-courses
List of Computer Science courses with video lectures.
phuong-tk-nguyen.github.io
A simple online resume
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Data-Science-For-Beginners
10 Weeks, 20 Lessons, Data Science for All!
data-structures-algorithms-python
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Document-Classification-using-LayoutLM
This PyTorch implementation of LayoutLM paper by Microsoft demonstrate the SequenceClassfication task using HuggingFaceTransformers to classify types of Documents.
ebookMLCB
ebook Machine Learning cơ bản
first-contributions
🚀✨ Help beginners to contribute to open source projects
handson-ml-2nd
Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"
jyutcitzi-transliterate
A simple Python3 tool for the transliteration of the existing Sinoglyph-Latin script used in Hong Kong Cantonese into either a Jyutcitzi-only or Honzi-Jyutcitzi mixed script.
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
machine-learning-systems-design
A booklet on machine learning systems design with exercises
Made-With-ML
Learn how to responsibly deliver value with machine learning.
makemore
An autoregressive character-level language model for making more things
manga-ocr
Optical character recognition for Japanese text, with the main focus being Japanese manga
ML-For-Beginners
12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all
multigen
Language Generation with Multi-hop Reasoning on Commonsense Knowledge Graph
natural-language-processing
Resources for "Natural Language Processing" Coursera course.
PhoBERT
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
PolyFuzz
Fuzzy string matching, grouping, and evaluation.
practical-nlp-code
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
prodigy-pdf-custom-recipe
Custom recipe and utilities for document processing
python-random-quote
A file-based quote bot written in Python
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
The-NLP-Pandect
A comprehensive reference for all topics related to Natural Language Processing