Shun Liang's repositories
upenn_calculus
Upenn Calculus MOOC notes written in SymPy
course-nlp
A Code-First Introduction to NLP course
django-i18nfield
Store internationalized strings in Django models with full forms support
doccano
Open source text annotation tool for machine learning practitioner.
europython2018-notes
Europython 2018 personal notes
handson-ml2
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.
langcodes
A Python library for working with and comparing language codes.
LaoNLP
Lao language NLP
mcmc_pydata_london_2019
PyData London 2019 Tutorial on Markov chain Monte Carlo with PyMC3
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pydata2019-nlp-system
Source code, materials and notebooks for the workshop @ PyData London 2019 - https://pydata.org/london2019/schedule/presentation/14/
pytorch-nlp-notebooks
Learn how to use PyTorch to solve some common NLP problems with deep learning.
react-final-form
🏁 High performance subscription-based form state management for React
spacy-youtube-material
Here are the notebooks used during the spacy youtube series.
sympy
A computer algebra system written in pure Python
tantivy
Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust
tantivy-py
Python bindings for tantivy
Training-Intelligent-Game-Agents-with-Deep-Reinforcement-Learning
Material for PyData London 2019 talk
yoflow
Django workflows